30 Female CTOs to Watch in 2019

By Angie Chang

From growing early-stage startups to large publicly-traded companies, here are 30 female CTOs to watch in 2019 — You will find household names like Nest, Starbucks, Gap, Intuit and Stitch Fix have chief technology officers that positively inspire the next generation of girl geeks!

Apptimize CTO & co-founder Nancy Hua


Nancy Hua is the Chief Technology Officer at Apptimize, a mobile experimentation startup. Prior to founding Apptimize, Nancy was an algorithmic trader. Nancy studied math with computer science at MIT and led the MIT fencing team. Nancy holds a B.S. in math with computer science from MIT. Follow her on Twitter at @huanancy.

Breaker CTO & co-founder Leah Culver


Leah Culver is the Chief Technology Officer and co-founder of Breaker, a social podcast app. An author of OAuth and oEmbed API specifications, Leah is a Swift and Python developer – and former founder of Grove, Convore, and Pownce, which was acquired by Six Apart. Leah holds a B.S. in computer science from University of Minnesota, Twin Cities. Follow her on Twitter at @leahculver.

Compaas CTO & co-founder Lisa Dusseault


Lisa Dusseault is the Chief Technology Officer at Compaas. She has built her career solving complex technology problems. After Microsoft, she led internet standards groups at the IETF, and engineering teams at Linden Lab and Stubhub. She founded tech startups Cathy Labs, Klutch and ShareTheVisit. Lisa holds a B.S. in systems design engineering from University of Waterloo.

Confluent CTO & co-founder Neha Narkhede


Neha Narkhede is the Chief Technology Officer at Confluent. Prior to founding Confluent, Neha led streams infrastructure at LinkedIn, where she was responsible for LinkedIn’s streaming infrastructure built on top of Apache Kafka and Apache Samza. She is one of the initial authors of Apache Kafka and a committer and PMC member on the project. Neha holds a B.E. in computer science from University of Pune and a M.S. in computer science from Georgia Institute of Technology. Follow her on Twitter at @nehanarkhede.

Democratic National Committee CTO Nellwyn Thomas


Nellwyn Thomas is the newly-appointed Chief Technology Officer for the Democratic National Committee. She has worked both in political campaigns and the tech industry (Facebook, Etsy). Nellwyn led deputy analytics for Hillary Clinton’s presidential campaign in 2016. Follow her on Twitter at @nellwyn.

Gap CTO Rathi Murthy


Rathi Murthy is the Chief Technology Officer at Gap. Prior to Gap, Rathi was at America Express for almost four years, most recently SVP/CIO for Enterprise Growth. She held engineering leadership positions at eBay, Yahoo, Metreo and began her career as a software engineer and QA lead. Rathi holds a B.S. in electrical engineering from Bangalore University and a M.S. in computer engineering from Santa Clara University.

Ghost Foundation CTO & co-founder Hannah Wolfe


Hannah Wolfe is the Chief Technology Officer at Ghost Foundation, an open source publishing platform. Prior to launching Ghost, she worked as a software engineer at Moo and Engine Creative. Hannah holds a M.S. in international business from Nottingham University Business School and a B.S. in computer science from University of Nottingham. Follow her on Twitter at @erisds.

Greo CTO & co-founder Elizabeth Davis


Elizabeth Davis is the Chief Technology Officer and co-founder at Greo, a social video platform that graduated from Y Combinator’s accelerator program in 2017. Prior to Greo, she interned at Pinterest and Google. Elizabeth holds a B.S. in Computer Science from Stanford University. Follow her on Twitter at @lizfordays.

Intuit CTO Marianna Tessel


Marianna Tessel is the Chief Technology Officer at Intuit. Prior to the promotion, she was Chief Product Development Officer at Intuit. Prior to Intuit, Marianna was SVP of Engineering at Docker. Prior to that, Marianna held VP of Engineering roles at VMware, Intacct, Ariba and General Magic. Marianna holds a B.S. in computer science from Technion – Israel Institute of Technology.

Kapor Center for Social Impact CTCO Lilibeth Gangas


Lilibeth Gangas is Chief Technology Community Officer at Kapor Center for Social Impact. Prior to Kapor Center for Social Impact, Lili worked at Accenture Technology Lab and Booz Allen. Prior to that, Lili worked on software and hardware solutions at Raytheon. Lili holds an MBA from New York University Stern School of Business and a B.S. in electrical engineering from the University of Southern California. Follow her on Twitter at @lilsg31.

LimeLoop CTO & co-founder Chantal Emmanuel


Chantal Emmanuel is the Chief Technology Officer at LimeLoop. Prior to founding LimeLoop, Chantal worked as a software engineer at SYPartners and Red Clay. Prior to learning to code at Dev Bootcamp, she worked on various community programs in New York. Chantal holds a B.A. in english from State University of New York at Binghamton. Follow her on Twitter at @chantalemmanuel.

MarketInvoice CTO Rija Javed


Rija Javed is the Chief Technology Officer at MarketInvoice, a UK-based finance platform. Prior to MarketInvoice, Rija was at Wealthfront for over four years, most recently Senior Director of Engineering. She began her career as a software engineer at Research in Motion and Zynga. Riya holds a B.S. in electrical and computer engineering and a M.S. in computer engineering, both from University of Toronto. Follow her on Twitter at @rijajaved.

Meetup CTO Yvette Pasqua


Having been the Chief Technology Officer at Meetup for three years now, Yvette Pasqua has led initiatives at the company to tackle 15 years of technical debt, create a more diverse and inclusive engineering team, and bring product improvements to market. Prior to Meetup, she held engineering leadership roles at Tinypass, AKQA, Possible and Schematic. Yvette holds a B.S. in biological basis of behavior from University of Pennsylvania. While in college, she gained work experience as a webmaster and networking computers at the medical center and hospital. Follow her on Twitter at @lolarobot.

Mode CTO Heather Rivers


As Mode‘s CTO, Heather Rivers leads engineering, product, design, and security. She has been writing software for 15 years, from games on her graphing calculator in high school, to computational linguistics in college, to tech companies like Yammer and Microsoft. Heather holds an A.B. in linguistics from University of Chicago. Follow her on Twitter at @heatherrivers.

Moxxly CTO & co-founder Santhi Analytis


Santhi Analytis is the Chief Technology Officer of Moxxly, redesigning the breast pump for today’s mobile mom. In 2017, Moxxly was acquired by Olle Larsson Holding, parent company of the Medela pump. She holds a PhD and M.S. in mechanical engineering from Stanford University and a B.S. in biomedical engineering and latin american studies. Follow her on Twitter at @dranalytis.

Nest CTO Yoky Matsuoka


Yoky Matsuoka is the Chief Technology Officer at Nest. Prior to Nest, Yoky was a founder of Google[x]. Prior to that, Yoky was a professor at Carnegie Mellon University and the University of Washington. She developed robotic devices for rehabilitating and assisting the human body and brain, earning the MacArthur award in 2007. Yoky grew up assuming she would be a professional tennis player, but instead holds a B.S. in electrical engineering and computer science from UC Berkeley and a PhD in electrical engineering and computer science from MIT, where she was a postdoctoral fellow in mechanical engineering. Follow her on Twitter at @yokymatsuoka.

NovoEd CTO & co-founder Farnaz Ronaghi


Farnaz Ronaghi is the Chief Technology Officer at NovoEd, providing online learning for busy professionals. Farnaz holds a B.S. in computer engineering from Sharif University of Technology and a M.S. in management science and engineering from Stanford University. She designed and developed the first version of NovoEd during her PhD studies at Stanford University. Follow her on Twitter at @farnazr.

Nylas CTO & co-founder Christine Spang


Christine Spang is a co-founder and the Chief Technology Officer at Nylas, handling over 100 million API requests per day. Prior to founding Nylas, she worked at Oracle after the company acquired Ksplice, where she was working as a key member of the team. Christine started working on free software via the Debian project when she was 15 and holds a S.B. in computer science from MIT. Follow her on Twitter at @spang.

One Medical Group CTO Kimber Lockhart


Kimber Lockhart is the Chief Technology Officer at innovative health care company One Medical Group. Previously, Kimber co-founded Increo Solutions, a document collaboration company that was acquired by Box in 2009. She was at Box for four years in a variety of roles, most recently Senior Director of Engineering responsible for Box’s web application. Kimber holds a B.S. in computer science from Stanford University. Follow her on Twitter at @kimber_lockhart.

Pilot CTO & founder Jessica McKellar


Jessica McKellar is the Chief Technology Officer at Pilot. Prior to founding Pilot, Jessica was a Director of Engineering at Dropbox, which had acquired her company Zulip, where she was co-founder and VP of Engineering. Prior to that, Jessica worked in engineering management at Oracle by way of Ksplice acquisition, where she was working as a software engineer. Jessica holds a B.S. in computer science and M.S. in computer science, both from MIT. Follow her on Twitter at @jessicamckellar.

Redfin CTO Bridget Frey


As Redfin‘s Chief Technology Officer, Bridget Fey leads the software engineering team of over 150 engineers in Seattle and San Francisco. Prior to Redfin, she held management positions at Lithium Technologies, IntrinsiQ Research, IMlogic and Plumtree Software. Bridget holds a B.S. in computer science from Harvard University, where she graduated magna cum laude. Follow her on Twitter at @SVBridget.

Starbucks CTO Gerri Martin-Flickinger


Gerri Martin-Flickinger joined Starbucks in 2015 as the Chief Technology Officer and has led the technology organization through significant transformation (mobile order and pay, voice ordering and social gifting). Prior to Starbucks, Gerri was CIO at Adobe, VeriSign, Network Associates, and McAfee Associates. Gerri holds a B.S. in Computer Science from Washington State University. Follow her on Twitter at @gmflickinger.

Stitch Fix CTO Cathy Polinsky


Cathy Polinsky is the Chief Technology Officer at Stitch Fix, an online subscription and personal shopping service that went public in 2017. Prior to Stitch Fix, Cathy was a SVP of Engineering for Enterprise Search at Salesforce. Prior to that, she was a Senior Engineering Manager at Yahoo and began her career as a software engineer. Cathy holds a B.A. in computer science from Swathmore College. Follow her on Twitter at @cathy_polinsky.

SurveyMonkey CTO Robin Ducot


Robin Ducot is the Chief Technology Officer at SurveyMonkey. Previously, Robin spent five years as Senior Vice President of Product Engineering at DocuSign. Prior to that, she was the Vice President of Engineering at Eventbrite. Robin holds a B.S. in computer science and art history from University of Massachusetts, Boston.

Swayable CTO & co-founder Valerie Coffman


Valerie Coffman is the Chief Technology Officer at Swayable, using data science to craft accurate, persuasive political messages. Prior to Swayable, Valerie was CTO at Xometry. Valerie holds a PhD and M.S. in theoretical condensed matter physics from Cornell University and a B.S. in physics from John Hopkins University. Follow her on Twitter at @valerierose.

tEQuitable CTO & co-founder Heidi Williams


As tEQuitable‘s Chief Technology Officer and co-founder, Heidi Williams is scaling a work culture platform that resolves conflicts with ombuds. Prior to co-founding tEQuitable, Heidi was VP of Engineering at Box for 4 years. Prior to that, she worked at Adobe for 17 years. Heidi holds a B.S. in computer science from Brown University. Follow her on Twitter at @heidivt73.

ThoughtWorks CTO Dr. Rebecca Parsons


Rebecca Parsons is the Chief Technology Officer at ThoughtWorks. Before ThoughtWorks, she worked as an assistant professor of computer science at the University of Central Florida, after completing a director’s postdoctoral fellowship at the Los Alamos National Laboratory. Rebecca holds a B.S. in computer science and economics from Bradley University and both an M.S. and PhD in computer science from Rice University. Follow her on Twitter at @rebeccaparsons.

Thrive Global CTO Cheryl Porro


Cheryl Porro is Chief Technology Officer at Thrive Global, Ariana Huffington’s wellness company. Prior to Thrive Global, Cheryl was at SVP of Technology and Products at Salesforce.org. She began her career as a quality engineer before entering engineering management. Cheryl holds a B.S. in chemical engineering from Rensselaer Polytechnic University. Follow her on Twitter at @cporro_sfdc.

Token Transit CTO & founder Ekaterina Kuznetsova


Ekaterina Kuznetsova is the Chief Technology Officer at Token Transit, enabling riders to pay for the public transit with their phone. Prior to founding Token Transit, Ekateria worked as a software engineer at Meteor, Akamai, Google and Appian. Ekaterina holds a B.S. in math and computer science from MIT. Follow her on Twitter at @technekate.

Transposit CTO & co-founder Tina Huang


Tina Huang is Chief Technology Officer at Transposit. Prior to founding Transposit, Tina worked as a Staff Software Engineer at Twitter for four years – and subsequently sued Twitter for promotion bias. Prior to Twitter, Tina worked at Google and Apple. Tina holds a B.S. in electrical engineering and computer science from MIT. Follow her on Twitter at @kmonkeyjam.

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Celebrate International Women’s Day on March 8, 2019 with thousands of fellow girl geeks!

Girl Geek X Elevate Virtual Conference for Women in Tech on International Women's Day 2019

Girl Geek X: Elevate is back, and we couldn’t be more excited!

Our first FREE virtual conference last spring was an overwhelming success, with more than 2500 mid-senior level women in tech logging on to connect and learn from each other… and we’re gearing up to do it again in 2019!

Join Girl Geek X: Elevate on International Women’s Day (that’s March 8th!) to celebrate inspiring women in tech with the Girl Geek X team, 20+ speakers, and 1000s of girl geeks around the world!

Learn first-hand from technical leaders sharing successes, challenges, tips and tricks with thousands of fellow girl geeks in attendance. You’ll hear from accomplished and relatable leaders at companies like: IBM, Intel, LinkedIn, Splunk, and Zendesk!

Here are pictures of Elevate speakers

Each speaker will be sharing her best leadership advice and insights to help you tackle your career development head-on, avoiding mistakes that many of our speakers made in their own careers.

You can expect to learn:

  • the latest advice and trends in data science and career development
  • how the skills & technology you already have can be used for good beyond your current role or org
  • how to come out with your head held high when your ethical boundaries are challenged at work
  • how real women have navigated their most challenging career moves and risen to the top of their organizations
  • the latest tech trends from top experts
  • … plus much more! Check out the conference agenda here.

Connect virtually and network with fellow girl geeks before, during and after the event… and take advantage of opportunities to ask questions with real-time Q&As! #ggxelevate

Register today for your FREE conference pass to Elevate on March 8th to take your career to new heights! Together, we will advance faster and further as leaders.

Reserve your seat for Girl Geek X: Elevate 2019!

 

Girl Geek X Elevate Virtual Conference for Women in Tech on International Women's Day 2019

Your 2018 Holiday Gift Guide from Girl Geek X

Here are 12 holiday gift ideas for great ways to empower, energize and celebrate fellow girl geeks – because if you can’t see it, you can’t be it!

Invincible Iron Man: Ironheart #1 Comic – $8.99

Riri Williams (“Ironheart”) is an engineering student who made her own Iron Man-like suit in the Marvel universe. She has her own comic series Invincible Iron Man: Ironheart #1 from Chicago writer, academic, and poet Eve Ewing, with art by Kevin Libranda. MIT made a fan film about Riri Williams starring a MIT engineering student, it’s worth watching!

littleBits Avengers Hero Inventor Kit – $99.99

This littleBits Avengers Hero Inventor Kit is recommended for ages 8+ to become their own superhero. Creative kids play and code easily using wearable tech sensors like accelerometers, a customizable light design, and authentic Avengers sounds.

Star Wars: Women of the Galaxy Book – $29.95

This beautifully illustrated Star Wars®: Women of the Galaxy book released in October by author Amy Ratcliffe profiles 75 female characters (Leia Organa, Rey, Ahsoka Tano, Iden Versio, Jyn Erso, Rose Tico, Maz Kanata and many more) from across films, fiction, comics, animation and games.

Ruth Bader Ginsburg Swag – $17.95

The notorious Justice Ruth Bader Ginsburg has a special collar she wears on days when she dissents from decisions being handed down by the Supreme Court. Wear your own in the form dissenting hard enamel earrings. 50% of profits from the sales of dissent pins swag are split between The Bronx Freedom Fund, International Refugee Assistance Project and Center for Reproductive Rights.

Lego Women of NASA Set – $19.99

Legendary women in NASA’s history with Lego’s Women of NASA LEGO set – small box of 231 pieces (and a tiny little space shuttle!) featuring minifig versions of astronomer Nancy Grace Roman, computer scientist Margaret Hamilton, physicist and engineer Mae Jemison, and Sally Ride, the first American woman in space.

Book Light for Book Worms – $9.99

This ThinkGeek-exclusive anglerfish book light makes reading books and manuals in the dark possible. So cute that you may want to read your electronic book in the dark by the anglerfish light.

Sassy Female-Forward Socks – $10.99

These cheerful Blue Q sassy socks say “Go Away I’m Introverting”. Check out the entire selection for plenty of crafty fun, cats, flowers, and cursing (eg. “spoiler alert: there are assholes everywhere”).

National Parks Coloring Book – $16

Check out this coloring book of national parks, or this “leave it better than you found it” water bottle. For every 10 products sold from Parks Project Trail Crew and All Parks Collections, $10 is donated to make a national park experience possible for a kid.

Vogue and Code Laptop Stickers – $20

LA-based creative technologist April Speight wants to celebrate diversity in tech careers. She’s produced these fun Vogue and Code stickers for tech swag to diversify the culture. Put some on your laptop and give them away to others, they look great!

Ada Lovelace Candle – $12.95

This Ada Lovelace Secular Saint 8″ Candle will look great beside your laptop or your prototype Analytical Engine, or can be a great gift for programmers. Check out more secular saint candles and quirky stuff at Philosophers Guild.

Little Feminist Shirt – $25

Here are “little feminist” shirts for kids using 100% cotton! Size two can fit children ages 1-3, size four can fit children ages 3-5, and so on and so forth. There is also a monthly book club to diversify your bookshelves which includes bookmarks with discussion questions.

EFF Gift Certificate – $25 to $475

Lift each other up

Did you know the Electronic Freedom Fronter (EFF) has gift membership certificates? Give the gift of digital freedom to your family, friends, and colleagues while strengthening our rights online. Recipients can claim member benefits and special gifts, from stickers to tshirts and hats!

Take The Time To Say Something Nice – FREE!

Lift each other up

Compliments are free and great way to show your appreciation. Think about letting a woman’s boss know about their good work – give a specific example or two – because strong women lift each other up! (Image credit: Illustrator Libby Vanderploeg created the popular animated GIF featuring strong women lifting each other up as a PSA for International Women’s Day.)

Call for Proposals: Girl Geek Elevate 2019 Virtual Conference

For International Women’s Day on March 8, 2019 – we invite women from all around the world to participate in Girl Geek Elevate – a virtual conference – to share the latest in tech and leadership with fellow mid-and-senior level professional women.

This virtual conference is free for attendees – last year, over two thousand women signed up to attend – tuning in from 31 countries all around the world – to get inspired by speakers on the latest in tech trends and leadership.

Submit your proposal for a talk and/or panel here by January 4, 2019 11:59PM PDT for Girl Geek Elevate virtual conference.

Submit Your Proposal

We’re looking for speakers with unique perspectives to share their successes, failures, insights, advice, personal journeys and learnings with the community! Come share your story and elevate fellow Girl Geeks as they navigate the choppy waters of their own tech careers.

Both first-time and experienced speakers are welcome to apply. All nominations will be considered, and all selected speakers will participate in a speaker prep session with the Girl Geek team and your fellow panelists and moderators.

Why Speak at Elevate Virtual Conference?

  • Share what you’ve learned the hard way so that other women can more easily navigate their own careers — your talk will reach thousands of viewers!
  • Share the technology you’re working on and talk about the tough problems you’re solving
  • Increase your visibility within your own organization and position yourself as a subject-matter expert in your field
  • Open yourself to more career opportunities
  • Highlight issues unique to women in technology/leadership, and issues you’ve experienced or are passionate about
  • Connect with other great women leaders, peers and mentors
  • Elevating other women is a fun & rewarding experience

We’re open to presentations, one-on-one interviews, and panels… choose the format you’re comfortable with!

Submit your proposal for a talk and/or panel here by January 4, 2019 11:59PM PDT for Girl Geek Elevate virtual conference.

Submit Your Proposal

Girl Geek X Postmates Lightning Talks & Panel (Video + Transcript)

Like what you see here? Our mission-aligned Girl Geek X partners are hiring!

Amrit Bhatti

Technical Recruiter Amrit Bhatti welcomes sold-out crowd to Postmates Girl Geek Dinner in San Francisco, California.

Speakers:
Amrit Bhatti / Technical Recruiter / Postmates
Allie Morse / Director of Launch & Expansion / Postmates
Heather Pujals / Growth Product Manager / Postmates
Samantha Phillips / Product Manager / Postmates
Christine Song / Software Engineer / Postmates
Bianca Curutan /Mobile Engineer / Postmates

Transcript of Postmates Girl Geek Dinner – Lightning Talks:

Amrit Bhatti: Thank you, ladies, and thanks, Angie, for helping organize all this. We are really excited to have you all here. This is me. I’m Amrit Bhatti, I’m a technical recruiter here at Postmates. I’m super excited to have you all here. This is just amazing seeing you all. A huge roomful of ladies. All these faces that I don’t know, this is something that we always want to see here, which is amazing to be able to actually make it happen.

Amrit Bhatti: Being in recruiting here, a big thing that we care about at Postmates is diversity and talent, specifically when it does come to women. Being able to partner with Girl Geek and do this for the first time is amazing. We are really excited and thank you guys all. I know that this is a huge thing for not just the recruiting team but for Postmates in general. Bastian, our CEO, this is one of his biggest priorities as well.  Thank you. Hope you guys have a good night.

Amrit Bhatti: A little agenda about what to expect. We will do some talks with these lovely ladies over here, some lightning talks. After that, we will do Q&A, so please hold your questions to the end. Following that, we will do dessert. We have dessert and some wine at the end and we will also be giving out swag bags, so make sure you grab something at the end. But prior to actually diving into all the talks, if you haven’t heard of Postmates, wanted to give you guys a brief little introduction before we start the talks.

Amrit Bhatti: Postmates, if you haven’t heard of us, we are the leaders in on demand. Our mission is to get you anything, anytime, anywhere. A little history about us, we were founded back in 2011. We launched in San Francisco in 2012 and we started expanding after that.

Amrit Bhatti: We’ve been growing really rapidly since then. We’re in about 550 cities in the US. We’re in Mexico as well, which is awesome because one of our lovely ladies over there helped us make that happen. We’re at the point of fulfilling about 3 million deliveries, actually more than that a month and 4, all right, we had 4, 4 million deliveries a month. Always growing. Now, we’re at the point of actually giving people access to over 200,000 merchants on the platform. The growth has been insane in the past few years.

Amrit Bhatti: We’re continuing to grow and we couldn’t have done that without all of the talent that we have here, including the people that we’re about to hear from. First of, will be Allie Morse.

Allie Morse speaking

Director of Launch and Expansion Allie Morse speaking at Postmates Girl Geek Dinner.

Allie Morse: Thank you. Awesome. Well, thank you guys so much, all of you, for being here. As I said, this is awesome. It’s so incredible to see so many faces, especially women here at Postmates tonight. My name is Allie and I lead Launch and Expansion here at Postmates. That basically means that all of the new cities, the new geographic expansions that we do both domestically and internationally fall under the purview of myself and the stellar teams that I get to work with every day. I personally feel super honored.

Allie Morse: We have many, many incredible leaders, female leaders especially, here at Postmates and we want more. Yeah, I’m very excited to talk to you guys about this today. It was funny. I was like, “Okay, getting inspired for this talk about leadership. You know, maybe I should start with my slides.” I was like, “All right, what am I going to put on my slides about leadership?”

Allie Morse: I decided, I don’t know how many of you guys are familiar with some of those free stock images sites, so I went to pexels.com and I typed in leadership and this was one of the first photos that showed up. I was like, “Cool, cool, all right. He’s a dude. Could be your dad, maybe your grandpa. Very authoritative, cool, corporate dude.” This was another one of the photos. I’m really into this guy’s mustache. The whole, the red tie, I’m like, “Okay, he’s got it going on.” To be fair, there were a few other photos but this next one was my absolute favorite. Legitimately, there’s someone, either the photographer, whoever was categorizing these photos that thought that a photo of a dude’s crotch would be a really good representation of leadership.

Allie Morse: Anyways, kind of to start us off on this note, I love this quote from Sheryl. She gets a lot of exposure and not everyone loves everything she says but this is one of my favorite quotes. “In the future, there will be no female leaders. There will just be leaders.” I don’t know about you guys and the women in this room but at least for myself, when I wake up and I go to work every day, I’m not like, “Ooh, I am a female executive going to work.” I don’t really think of myself as like, “Ooh, a woman in the workplace.”

Allie Morse: Sometimes I think about that when I’m 1 of 10 people in a room and I’m the only woman or like 2 women in a meeting of 10, 15, 20 people. But I don’t know about you guys, on a day to day basis, I just try to be me and that’s what serves me the best, actually. I have a broad crazy career. I won’t go too much into it but I studied actually international development and public policy, a Master’s in Human Rights, always thought I’d work for the UN and then fell into working in tech.

Allie Morse: About six, seven years ago, building an online real estate classifieds out of Africa with Rocket Internet and then, moved to the Bay Area about three and a half years ago. It’s funny…

Allie Morse: I get sometimes questions, either at events like this, “Allie, how did you climb the corporate ladder to success in tech?” For me, I mean, I think that question’s quite funny. I definitely did not climb any corporate ladders. I kicked it and burned them down. For me, it’s all about being authentic. Right? I don’t always wear pink. Only on Wednesdays but I love that you guys got that joke. But sometimes, I mean, I was at a conference a few weeks ago and it’s like a sea of dudes and they’re blue and black suits. I’m like, “I’m going to wear orange because that’s just obviously, I’m going to stick out anyways. I’m one of the only chicks in this room, so I’m just going to wear a bright color.”

Allie Morse: Again, this is very stupid token, you can wear whatever the hell you want to work is one of the nice things about working in the valley but I think the whole point is just being you. People might not like you all the time but they’ll definitely respect you and if you get shit done, they’ll want to work with you.

Allie Morse: I’d say that would be one of the major takeaways for me in my career. The second being mentors and that means formal mentors. I’ve been really fortunate to work for some incredible people, some incredible managers and bosses that really took a deep investment in my personal and professional development, as a person and as a professional.

Allie Morse: Again, you’re lucky, I think, if you can, at some point in your career … Someone gave me this advice when I was 23 and I had a Master’s in something I didn’t want to do and they said, “You know, be sure to work with somebody at some point in your career that really wants to make you better.” They said, “Especially in the next 10 years,” which again, I think is sort of a moot point but the idea of something as basic as how you write emails, how you lead meetings, how you structure your thoughts and communicate. I think those things are incredibly important and I think a lot of us, when we’re working at startups, we’re building the plane as we’re flying it, so it can be really difficult sometimes to build feedback into your cultures but it’s incredibly important. It’s not just about feelings, right? It’s a huge opportunity to get that feedback from above, beside, below.

Allie Morse: I think that, again, the role of formal mentors and then, also thinking about a mentor community in more informal ways, right? Peers, colleagues, friends, people that can sort of fill some of that place for you when it comes to solving a really difficult part, problem, obviously, different career changes, I think that’s incredibly valuable and something that’s really been super important for me. Lastly, I think it’s interesting and I got asked this question a little while ago and I thought it was such a cool question. This young woman asked me, “How do I ask for more responsibility at work? How do I get a promotion? How do I sort of step up to the next level?” I think, obviously, the going and talking to your manager and saying, “Hey, I’d love some feedback about how I’m doing, how I can grow and improve and this is what I would ultimately would love to do in my career. These are the kinds of problems I think I can solve at this company.” Asking for that kind of feedback and I think simultaneously, stepping into the job that you want, right?

Allie Morse: Seeing a problem that you know how to solve, I think there’s Postmates example, there’s examples of this all across the board. People that stepped into problems that they know how to solve and then, it’s like all right, you prove it, you can do it and they let you do it. That was certainly very much the case with … I have a counterpart here that we launched Mexico together last year and none of us had really any idea what we were doing, but we figured it out and it was fun.

Allie Morse: Then, of course, very importantly, once you’ve stepped into that and you’ve proven your value, obviously, making sure that you’re getting the recognition and then the compensation that comes along with the new role, the expanded responsibility, and the value that you’re bringing. That’s incredibly, incredibly important. It’s called asking for it and stepping into it and then making sure that you’re getting the recognition that you deserve. Without going over time and they’re going to have to plane me off, I’m very excited to be here, excited to hear your guys’ questions and I’m super excited for our next speaker, Heather on growth, to take it away.

Heather Pujals speaking

Growth Product Manager Heather Pujals speaking at Postmates Girl Geek Dinner.

Heather Pujals: Thank you, Allie. Yes, we need that. Hi, everybody. Like Allie said, my name is Heather. I’m a Growth Product Manager here at Postmates. Being a Growth PM is a little bit different than being a PM on a core product team, so I want to talk to you guys today about what I’ve learned from working on a growth team, what that discipline looks like at a high level and then, how I’ve been able to turn that into a mindset, not that it’s my invention, but how I’ve applied it to my personal life and hopefully, that’s helpful to you.

Heather Pujals: Let’s get oriented. Growth, like I said, is a discipline. It’s massive. When you’re trying to grow a business, you have a lot of tools in your toolkit that will help you do so. You have things like app store optimization, brand partnerships, email marketing, social media, just to name a few, and all of these things to add on a layer of complexity, can be used as switches. They’re off, then you turn them on. Very simple. That’s usually when you don’t have a lot of resources or your company’s at an earlier stage. But you can also use all these tools as dials that can be very finely tuned and can take a lot of time and can be very intricate to work with.

Heather Pujals: How do you actually become an expert in all of these things? Whether they’re switches, whether they’re dials, these millions of tools in your growth toolkit, the answer is, you can’t, predictably. The point is to not get overwhelmed. Right? Oops. There we go.

Heather Pujals: You can pare down this whole discipline of growth into this one neat little cycle of four stages. Research, experiment, learn, and iterate. It’s a little bit different from the core product cycle of build, measure, learn, which a lot of you have have probably heard.

Heather Pujals: The research phase here, when you’re … Excuse me. When you’re trying to grow a business is about looking at context, like where do you stand now? From a quantitative standpoint and a qualitative standpoint. This includes looking at your conversion funnel. Where are your customers dropping off, where are they converting and comparing that with how your users are actually interacting with the app on a human level, so you can do things like user interviews and usability testing.

Heather Pujals: In an ideal world, your quantitative and qualitative data will align and be able to present an area of opportunity for you. One example of this is let’s say, we’ll use Postmates as an example and your customers are going through this whole session, they’re opening the app, they’re looking at a merchant, they’re adding things to their cart and they get to checkout. People are disproportionately just abandoning session. Why is that happening?

Heather Pujals: This leads you to the experiment phase. Now that you’ve identified an area that you want to improve, you can set up different tests to explore what tweak can I make here or there, that will actually move this metric that I care about. Let’s say I want to add a, that take a picture of your credit card feature. That should simplify things. Let’s say we’re just trying to knock out some work that people do and my hypothesis is that if I make it easier and faster to check out, more people will do so.

Heather Pujals: I set up a test, run it for a while, some people are in a control, some people are in a test. In the learning phase, I’m going to go in and compare my results of that experiment with my hypothesis. Did things go as I expected, were they totally unexpected and from left field or were my results inconclusive? In the latter case, maybe I need to run the experiment again, instead of continuing. But let’s say we learned something and this improved. This test that I ran, my changing that credit card feature, improved conversion by .5%. That kind of sounds like nothing but in the growth world, that can be huge. What we’re going to do now is we have the power to go and change our product if we want to.

Heather Pujals: Sometimes in growth, sometimes we’re more of a consulting team to a core product team and we aren’t actually changing the product that much ourselves. Sometimes the things we experiment on are what paid advertising channels are the most cost efficient. What are the best times to send emails? All of this stuff we’re putting through this growth cycle and learning about how to optimize all of these metrics exactly the way we want to.

Heather Pujals: What does this mean for us as human beings outside the workplace? It means that you now have a framework for going through life and solving your own problems. It means that if you’re looking at the research phase on a personal level, you are someone who likes to ask questions, you’re concerned with what’s going on around you and why, you like to know what’s going on. Like with the election yesterday, you know, we didn’t have our heads buried in the sand. Right? We’re following along.

Heather Pujals: Then, in the experiment phase, this means that you are open to trying new things and taking risks. That’s cliché at this point. but it rings true for a reason. Right now, I’m up here running an experiment and talking to you guys. My learning phase will look like going through the reel that we have here and finding out if I spoke decently. There you go, fourth wall.

Heather Pujals: After the learning phase, then you go to iterate. Once I’ve figured out what I can do better, I’m going to practice and try it again. You know? I’m not assuming this is perfect, but you have to go through these motions in order to grow and learn and you can ultimately do this in perpetuity. I hope this was helpful for you guys. I don’t want to go over time. If I had more time, I would talk more, but I’ll be here for Q&A and I’m happy to exchange LinkedIns or Twitters with anybody after this. For now, I’d love to introduce my colleague Sam Phillips.

Samantha Phillips speaking

Product Manager Samantha Phillips speaking at Postmates Girl Geek Dinner.

Samantha Phillips: Hi. Okay. Good evening my fellow geeks. My name is Sam and I’m a Product Manager here at Postmates. My topic tonight is going to be about volunteering and leveraging whatever cool unique tech that your company is building for maybe something that it wasn’t originally intended for.

Samantha Phillips: About six months ago, I started at Postmates and one of my first company meetings was actually a presentation given by Disney Petit, who is our head of civic labs and she gave … Yeah, ooh. She gave this awesome overview of all of the volunteer projects that Postmates had been a part of and facilitates over the first half of the year.

Samantha Phillips: The second part of that was that she was introducing these new concepts that she wanted to carry out over the second part of the year. I just sat in that crowd and I was so excited just listening to her talk about this and as my previous roommate pointed out to me tonight, I did not have a history of volunteering at that time. But just hearing her speak about it was really inspiring and one of the ideas that she had was something that I was interested in. Afterwards, I immediately ran up to her and I said, “I have three weeks of Postmates experience and I would like to be on your volunteer team.”

Samantha Phillips: Thankfully, there were a bunch of other people that were interested. We got together and started thinking about how we could use the Postmates business model for this new idea. That idea is called FoodFight. What did we want to do? We set off to combat what’s been referred to as the world’s dumbest problem which, is food waste. If, as an exercise, if you guys just want to think about how many restaurants in the SoMa area and then, also, how many people you might have walked by just today on the street that are clearly in need of food, it is the dumbest problem.

Samantha Phillips: There’s probably restaurants that are throwing out food and they have people sleeping in front of their doorstep. I don’t know why but we haven’t been able to figure this out as a society and so, it’s something that we wanted to start tackling. I don’t know if you guys are familiar with Postmates, but we are really good at getting one thing from point A to point B and for me, personally, that’s my favorite Indian food restaurant in the Mission to my apartment. Shout out to Pakwan. They’re now our partner in Postmates.

Samantha Phillips: This business model was perfect for what we wanted to solve for actually getting that surplus food to the people in need. What we actually did was we set out to leverage all the existing tools available to us. We use our delivery API product and we use our restaurant partners and we also use our awesome Postmates which without any of this dream would be a reality and what we did was we actually built a feature in the merchant app in this tablet that all of our restaurants have in store today and through just the click of a button they can actually request that a courier come to their store and pick up that surplus food. Really, the goal here was from even in my personal stint working in restaurants, you’re so physically and emotionally tired after that shift. Nothing extra is getting done. You cannot wait to go home. A lot of this food ends up just being thrown out for that reason. What I knew we needed to set out and think about was how do we make donating this surplus food as easy as it is to throw out.

Samantha Phillips: We worked on this design. There’s a group of us. there’s a blog page you guys can totally read about it. But there’s a group of us that came up with this design and this concept and what we wanted to do is just at the click of a button, you can just have someone come and take that surplus food for you. What we do in the background is we dispatch our Postmate. They go to that restaurant. We know where you are based on that tablet. We actually pass through the address of a shelter in that neighborhood that we know is taking donations.

Samantha Phillips: I’m super happy to say that after many long months, we are at a point where we’ve launched FoodFight to 250 participating Postmates partners in the LA market. Yeah. The real MVP. We have completed 45 donations to Midnight Mission in downtown LA. We’re obviously hoping to expand this as well.

Samantha Phillips: To recap, the four things that really stuck out to me about why we can make this a successful thing, one is company values. I have to plug Postmates here. I had never even heard of Pledge 1% before working here, but it’s something that we’re a part of.

Samantha Phillips: You can go to Pledge 1% and find out more, but it basically facilitates businesses that can sign up to donate 1% of their equity, product, time, or people, and Postmates is heavily involved in that, which is why we even get to have a civic labs department here. If your company hasn’t heard of that, maybe pass on the world. Sorry, that’s too soon. Thinking I had more slides. The second one is just about finding time, which you don’t work short days at Postmates but we actually do get 24 hours of volunteer time and you can always do things outside of working hours, which is what a lot of us decided to do for this project. Number three is deadlines. We actually worked back from when we knew we wanted to launch this program.

Samantha Phillips: People have really busy schedules. We all have volunteer time but it was just mostly about making enough buffer, so that everyone can get their piece done by the time that we wanted to launch and communicating that Then, step four was proof of concept. This platform is definitely usable. It is not yet scalable but we’re been able to prove its worth and I’m happy to say that we’ve gotten some numbers and good feedback and we know the iterations we want to make and we’re going to be prioritizing that in our roadmap for next year.

Samantha Phillips: Yeah, this is my shout out to encourage everyone to think about the tech that you use on a daily basis and how else could that be used in and around our community to do something better. I will leave you with my favorite motto which is, “Ask forgiveness, not permission.” Obviously, up next is Christine.

Christine Song speaking

Software Engineer Christine Song speaking at Postmates Girl Geek Dinner.

Christine Song: Thank you, Sam, for that introduction. My name is Christine Song. I am a backend engineer here at Postmates, and today, I’ll be talking about learning how to learn.

Christine Song: When you look up learning how to learn on the internet, you get a lot of really cool techniques to hack your brain. You get things like, “Growth mindset versus fixed mindset.” Thank you, Heather. You also get things like, “The difference between diffuse attention and focus attention. The difference between long-term memory, short-term memory. How to keep things like mnemonics. How to keep things in your brain.”

Christine Song: But I think that the precursor to all of these learning how to learn techniques is the idea that you have to change your relationship with your brain.

Christine Song: I started learning how to code about a year and a half ago. When I had first started learning how to code, I came from a purely non-technical background. I was working in a restaurant industry about five years before this. That entire time, nothing that I did had immediately transferable technical skills over to coding, so when I decided, “Oh, I want to learn how to code,” this is kind of what my brain, up here on this slide, told me.

Christine Song: My brain had a … this little human up here is the electrical impulse that represents the electrical impulse that travels to my brain as I think and the moment it thought of engineering, it thought immediately of math. Historically, my experience in math is not the best. The moment I associate anything to math, my brain kind of went into a haze and it started thinking, “Oh, incompetent because you never in your past have ever been good at math, so why do you think you can do this now?” Which immediately leads to, “I can’t do this.” I’m going to have to find out where it is that I’m pointing to. Cool.

Christine Song: When I realize that I can’t do something, I like to default to three different modes to alleviate my stress, which is either, one, “Screw this, I’m going to the woods and live off the land.” It’s a very real feel guys. I’m not kidding right now. Or, “I’m going to meet up with friends,” or, “I’m going to go on a Netflix binge.” For the sake of this example, let’s assume that I decide to screw this. I’m going to move to the woods and live off the land, which inevitably leads me to, “YouTube rabbit hole on survival strategies,” which ultimately ends in me crying myself to sleep. If you’re curious about what happens with the other two options, they’re not that much better. I complain about my life. “I wish my life was like a movie,” and ultimately, I end up crying myself to sleep.

Christine Song: When I first decided that I’m going to learn how to code, I kind of put a pin in it and I decided, “You know what, I can’t do it.” Obviously, because this is kind of what I ended up doing but then, I had another hard day at the restaurant I was working at. I was out there, I was sitting in the parking lot. I wasn’t even in my car. I was on the sidewalk. The sidewalk was covered in trash and people’s spit from smoking cigarettes. I was sitting there very dejected and I was thinking very nostalgically, “Hey, remember that time a few weeks ago when you thought that you could be an engineer, you’re going to learn how to code?” I thought about it and I realized, like, “Oh yeah, you know, that was such a failure. You really suck.” Then, if I thought back to my actions then, I realized that I didn’t even try learning how to code.

Christine Song: What I did was I bought a multifunctional hatchet off the Amazon and then, I hung out with my friends for three weeks. I did nothing. I took no actionable steps to actually learning how to become an engineer. This, in of itself was a really big wake up moment for myself.

Christine Song: I realized that I let my brain tell me what it is that I can and cannot do. I didn’t realize that my brain was a tool in which I could use to learn things but up until this point, I have always thought what my brain told me, it had the culmination of all of my experience that I’ve ever experienced in life and up until this point, everything that I have learned up to this point was I use my brain to learn all these things and so if my brain was going to tell me I can’t do something, it’s probably right. Right?”

Christine Song: Wrong. Your brain is a tool. It’s not something that can tell you what it is that you can and cannot do. What you do with your brain is you learn how to learn, which is why there are so many cool techniques about hacking your brain, thinking about the ways that you can hack your long-term and short-term memory using mnemonics to remember things. Like Heather said earlier in her presentation, it was about learn … Wait, no. Learn, research, experiment and iterate. That is how you grow connections in your brain.

Christine Song: I try to begin. I was like, “All right. Look, what I’m doing right now isn’t really working, so I’m going to try and equate engineering with something that I’m very familiar with.” Up until this point in my life, in college I majored in philosophy and my emphasis was in logic. I was thinking, engineering has a lot of problems with words. Problems with words, essay questions, computers. It doesn’t really compute all the way through because I wasn’t actually tackling my fear of being afraid of math and thinking that anything to do with math, which is what society had told me up until this point is that if it has to do with math and you are a woman, you cannot do it.

Christine Song: It is the worst thought process think of and eventually when I realized that, I ended up discarding the general thought process that I had, the habits that I was so used to thinking and I confronted my fear of math. Math, I realized how I’ll do questions, input and output and the thing with majoring in philosophy was that my emphasis was logic. Logic, if you guys haven’t taken a logic course before, it looks just like math. You do proofs with Greek symbols and variables and you do proofs much in the way that math teachers do proof. But in my head, I was able to do logic because I equated logic with philosophy and not logic with math and therefore, I never had that fear of learning how to do logic.

Christine Song: Once I realized that my fear of math was completely irrational because like I said, your brain is a tool. What you practice thinking is what becomes true. I ended up learning more about computer programming and I ended up being able to eventually make the various slow and tenuous connections into logic and computer programming but eventually, I ended up as a paid engineer in the field in San Francisco. Thank you. Now, I’m a backend engineer here in Postmates.

Christine Song: My point is this. You can look up how to learn and you can look up what it means to hack your brain and figure out the best way to do things but before you do that, you have to change your relationship with your brain. If you don’t recognize the habits that your brain takes and you think that … like you let your brain tell you, “Oh, anything to do with math, you cannot do,” it is a habituated thought. Your brain is very much like a muscle. If you keep thinking these things, you’re going to be very good at talking yourself out of doing anything that has anything related to math.

Christine Song: However, if you realize, if you can take a step back outside of your brain and maybe draw a mind map much the way that I did while writing this talk. You realize that the things that you think that you are doing, the things that you think that you are capable of doing, if you keep thinking those things and you get power to dictate your actions, it will become true. But if you are able to take a step back and realize that isn’t the definition of who you are and you can do whatever you want because you do with your brain what you wish to do, then, you can, like me, go from a completely non-technical career into being an engineer in the field. Thank you. Up next is Bianca.

Bianca Curutan speaking

Mobile Engineer Bianca Curutan speaking at Postmates GIrl Geek Dinner.

Bianca Curutan: Hi everyone. Oh, that was loud. My name is Bianca. I’m a Mobile Engineer here at Postmates. I’ve been here for about one and a half years and in that time, I’ve worked on the Fleet iOS and Android apps as well as recently, the buyer iOS app. Prior to Postmates, I used to work at Fandango and Warner Brothers, where I worked on Flixster iOS and Rotten Tomatoes web.

Bianca Curutan: The point I’m trying to make by listing all these historical data is I work with product. I’m not a product manager, in case my product manager is somewhere around here, but I do work with product. A few weeks ago, I was on a panel from the Modern Product Engineer because like I said, I know product. It’s something I’ve worked on for years, it’s something I like to think I’m good at and it’s something that I can talk about.

Bianca Curutan: When I was asked to speak at this event today, I was like, “Of course I’m going to talk about product engineering, especially product engineering at Postmates.” But I guess I’m kind of jumping ahead, though. The first thing I should clarify is what is a product engineer. When most of us think of software engineers, we might think of full stack, which by definition, is the capability to execute something across the stack. Product engineer, on the other hand, is also about capability, but focused more on the end goal, the product.

Bianca Curutan: Moving on from there, at a lot of companies, especially bigger ones or some with more corporate culture, the process tends to look like this. The first step, of course, is requirements. The product manager will go to the different teams, collect their requirements, write a doc and then, deliver it out to the team.

Bianca Curutan: The next step is design. You may think of design in terms of software such as systems design or you might think of what the end user sees, like UI design. Either way, there’s not really any coding done in this phase.

Bianca Curutan: Next step is, of course, coding. Coding happens in the development and implementation phase and then, there’s testing. Testing can be internal or external. Maybe both, maybe some combination. You never know. Then, once the product is deemed complete or at least deliverable, then it is delivered out to the end users and after that, it comes back to the engineers for any bug fixes but hopefully not. Maybe just more feature additions or improvements.

Bianca Curutan: This is all well and good, but you might not be able to tell from this circular shape, but it’s more of a waterfall method, meaning it’s sequential. It doesn’t give you a lot of opportunities to jump back to previous steps or jump ahead to the next step without completing the current one and it also doesn’t provide a lot of opportunities for feedback.

Bianca Curutan: At Postmates, we like to think differently. Something that Allie mentioned is getting feedback as you grow your career, but we also like to apply it to this process. As you can see here, on a high level, it looks the same, but there’s also that inner loop for the feedback loop. Ideally, with this feedback loop, you’d only want to jump back one step or so, trying to get feedback as early as you can in the process. However, something nice about startup life or Postmates life is you have the flexibility to jump around. You might go requirements, design development, oh wait, there’s something that needs to change, and jump back to the requirements phase. That’s totally fine. I think.

Bianca Curutan: Some examples of how to provide feedback at Postmates might be through discussions, it might be through commenting on poll requests or request for change or like I mentioned before, requirements if you want to try to grab those changes early. It could also include just improving features and reporting bugs.

Bianca Curutan: The nice thing about this feedback loop is between product and engineering specifically, there is ideally agreement between the feedback that you want to provide but sometimes, there’s disagreement and that’s totally okay. That disagreement provides healthy tension between the product and engineers, which in the long run can make the team more effective and more productive. At Postmates, the product teams are fairly small, so how we deal with that healthy tension can actually make a really big impact on the team and on the company.

Bianca Curutan: The last change I made here was measuring outcomes. Delivering a product is all well and good. We believe in it. We think it’s cool, but what do the users think. It’s really important to measure the outcome to be able to plan for the future and iterate on it. Again, speaking to the previous speakers. Oop, that was it. Okay. Sorry. Back for a moment.

Bianca Curutan: I ask you again, what is a product engineer? Earlier, I just defined it as the capability to deliver an end product. However, now, I’d like to clarify that not only is it the ability to deliver an end product, it’s also the contributions to be involved in the conversation that helps shape that product.

Bianca Curutan: Okay, so before I go, one last thing I’d like to mention is open source. Contributing to open source can be done in two ways. You can either start a project yourself and open it up to the community or you can contribute to an existing project. There are so many benefits to contributing to open source, but among them, of course, is gaining experience. You can deepen your understanding of the technology, you can gain morale and you can improve your reputation in the tech community or build a reputation in the tech community.

Bianca Curutan: Luckily, at Postmates we have or have had software engineers and other contributors who do do that. Some of them have since started their own projects, to which I have a link to here. I do encourage you all to check it out, maybe contribute on your own. No pressure, either way.  Yeah, that’s it. Thank you for giving …

Amrit Bhatti: Yeah, go ahead and take your seats, ladies. Anybody have a question because I can start walking over now? It doesn’t matter who it’s to. We can figure it out. All right. I’m going to need that hand again because I don’t see you. There you go. Thank you. Sorry, sorry, sorry.

Audience Member: Really good slides and very engaging. All of you did a really good job. I was wondering if normally, the slide decks are shared from the Girl Geek Dinners? Yeah.

Amrit Bhatti: That is a good question. I’m not 100% sure. Angie or anyone from Girl Geek, do we typically share these slides after the fact? Okay. I think we probably just need to sync up with Postmates to see if we’re open to sharing everything that we have on them and then, I can always blast it out to everyone that RSVP’d if we’re okay with it. All right.

Audience Member: Thank you. Thank you guys all for chatting. That was lovely. Allie, one of the things you mentioned was that it’s really important to be your authentic self. Have you ever run into a time where being your authentic self has worked against you and if so, have you had to adjust?

Allie Morse: Well, I know it’s shocking to think that somebody might not like me. There’s totally a few people. Yeah, that’s a great question. Damn it, Belle, I thought you’d give me an easy one. No. It’s really funny. I definitely have had the experience where … Yeah, actually, most certainly, where there was something that I thought I really wanted in my career, for example, a certain position or a certain amount of responsibility or something specifically around, “Oh, this is going to be so amazing. Once I get here in my career,” right? Where you feel like you can’t be authentic in order to get there. It’s funny. Once you get there, you’re like, “Well, this is what I thought I wanted and this is actually not what I want at all. I don’t like this at all.”

Allie Morse: To be honest, I think even when sometimes it’s more difficult, actually, having to maybe be something that’s not the right fit, either a role or a company or a team and say, “You know what, this actually isn’t going to work for me.” It can be really painful and really difficult, but I think it’s so worth it because if you’re yourself, even if it takes you longer to get to the “place” you want to go, it feels so much better once you’re there because you’re yourself. Right? That’s the greatest gift, I think, I could ask for is getting to wake up every day and show up and be myself instead of pretending like I’m someone I’m not.

Audience Member: Hi, I liked your answer by the way. This is for Heather. You talked about all of the traditional levers in growth hacking that you can pull but I’m wondering where you get inspiration for new ideas and pushing the envelope in your products.

Heather Pujals: Thank you for the question, first of all. Like I touched on a little bit in my talk, what I really like about gathering insights is that perfect marriage of quantitative and qualitative data. I think, one faux pas that a lot of teams accidentally take part in is leaning a lot more on your quantitative data. It’s really easy. It’s very accessible nowadays. Anyone can look at it and start making assumptions but I think it’s really important to actually listen to your users. Again, that’s cliché. Everyone says, “The user is our number one thing.” But actually going out and doing user testing and observing people interacting with your product, whether you’re recording sessions just watching them use it, I think that is how you get a lot more insight and you can actually tackle things that are really, really relevant and ultimately move numbers as well as provide a better experience. Thank you.

Audience Member: Hi, thank you guys for all speaking. It was a really interesting and diverse set of experiences. This question’s actually for Christina. First of all, I’m a USC alum also, so fight on. I also just recently graduated from a coding bootcamp. Given that this is your first, it sounds like it’s your first job as a software engineer, how are you dealing with the feelings of impostor syndrome in your first role?

Christine Song: Yeah. Absolutely. I think that impostor syndrome is something that specifically plagues bootcamp quite a lot and I think that a lot of what it is, is knowing what it is that you have to focus on. If you’re at a software engineering company, you’re assigned tickets. Forgetting all of the outside pressure that is applied on you, just focus on what’s in front of you. Your only focus and your only job is to do the things that you were assigned to do to the best of your ability, so that when people do ask you a question about your work, you can answer those questions and you research everything so thoroughly that you’re confident in what you’re saying. I think that when you take a step back and you think of the bigger picture and you’re like, “Oh, crap. I’m a woman, I’m in a tech company. Oh crap, how did I get here?” Because my background wasn’t technical in any way whatsoever.

Christine Song: The only way I am able to get through that fear, “I don’t belong here or I’m not good enough for this,” is just looking at what it is that you’re doing and just focusing entirely on it. Don’t let the outside influences distract you from what it is that your job is. Don’t let anyone tell you what you can and cannot do. Just focus on what you’re doing and you’ll be fine.

Audience Member: Hi. Thanks everybody who spoke. I want to find about FoodFight. If there’s a way that we can help amplify that when it’s time to spread the message, I’m connected to several cities and several countries, and would love to make that available and accessible.

Samantha Phillips: That’s awesome and it also puts a little bit added pressure on us too. Like I mentioned, that scalability comment earlier. No, but I would love to talk more. I’ve actually had a couple of people come up and speak today to me about something similar and I know that this concept is floating around a lot and there’s a couple different players in that space. I think that there are a few different mediums that people are doing. Sometimes, people are just doing the deliveries and sometimes people are offering moving those products from place to place but yeah, would love to hear more because I think that obviously, we all want to grow this concept and the concept of hunger is everywhere. Yeah, please come find me.

Audience Member: Hi. Thank you to everybody who spoke. I found all your stories really interesting. This question’s specific for Christine. I loved your mind map. It was a really great personal way to understand your journey. I’m curious, what was the original spark that made you think that you were interested in doing engineering and doing coding in the first place? Where did that spark come from to get you into the spiral of, “Oh my God, I can’t do it?”

Christine Song: Right. I majored in philosophy like I said and as my emphasis was in logic, we took a lot of advanced logic courses in my senior year of college. I was the only philosophy major in my class, which was surprising in and of itself because I didn’t know any other majors that studied logic. It turns out, everyone else in my class were Comp Sci majors.

Christine Song: Through some conversations asking my classmates why are you guys taking this class, what is the reason you’re here? They told me things like, “Everything in computer’s programming relies on the very basic fundamentals of logic.” Everything you do is with logic gates. I was just super excited to find something I could do with my major because otherwise, I was going to end up in the restaurant industry for the rest of my life and that’s not what I wanted.

Christine Song: That’s what began my journey into the coding industry. That’s what sparked my interest and then, after doing some research on boot camps and getting those initial assessment tests to determine whether or not you’re good enough for software engineering. That’s kind of where I started getting my fear of, “Oh crap, this is way too much like math. There’s no way I can be able to do it.” From then, it was the entire journey that I had described earlier. But yeah, it was primarily from my major.

Audience Member: Hi. Thank you so much for awesome presentations. I have a question for Samantha. My question is about, as we all know, Postmates operate in a very competitive environment. Anyone who Googles a restaurant and try to order a delivery or saw a long list of similar services, you as a Product Manager, how you build your product vision in this highly competitive environment to make the product stand out, come out with new features. Maybe you can share your experience. Thank you.

Samantha Phillips: Yeah. No, that’s a great question. I do do other stuff outside of FoodFight for Postmates, so thank you. No, it’s something that I think we’ve all touched on a little bit, like Heather most recently. Understanding what that differentiator is because like you mentioned, there are some other delivery services out there and what sets you apart and what makes you different and I think that my personal story for Postmates, I think I was one of the first adopters. I thought the concept was incredible and was the first one that I had heard about. For me, it was always a dream to work at a company that I absolutely loved using the product on top of everything else. I think that you’re always looking at that.

Samantha Phillips: I previously was on the merchant team. I just switched over into other one, but most of my experience here is on merchant, which is a team that’s dedicated to focusing on those relationships with the restaurants. It’s something that is important to us and has a lot of other benefits for the product on the line. You hear a lot of feedback from those restaurants when they finally know that, “Oh, that guy that keeps coming in to ask for an order, he’s actually not eating all that food himself. He’s working with Postmates. You start to hear a lot of the feedback and you start to understand, there’s these restaurants down there working with four or five different delivery service partners. You go into their store and you see five different tablets set up. They are the best people to go and talk to, to get that information.

Samantha Phillips: Actually, another Product Manager, Sharon, who also works at Postmates has been going into those stores and talking to them about the what the difference is between those different tablets and getting that direct feedback. I still think that, that’s one of the best ways to understand what your product roadmap is.

Samantha Phillips: You also, I will say, what the caveat … This is a long-winded answer but the caveat there is you don’t want to just be building your product for exactly what people are telling you about because you’re going to end up only building your product for your existing customer base. You have to continue to think about what is the next step. What are people going to want? We solve this one problem and that’s awesome. We’re happy today but why will they be upset tomorrow and you kind of have to try to look around that corner and think about what’s going to come in the future and what people will want to have solved next.

Audience Member: Hello. Thank you again. This question is for Allie. I would like to know more about, you mentioned about mentorship, which is very important. I would like to please identify one situation or some example how you identify a mentor, how you would approach and how that person has helped you throughout your career.

Allie Morse: Yeah, absolutely. It’s funny. I think one of the most formative for me was a boss that I had previously when I worked, as I said, at Rocket Internet. What was so interesting about him, so he had come from a very strong culture of feedback. Again, it wasn’t my first job but you know I’ve been working at least four or five years, but he responded to some emails that I was writing and was like, “Allie, this is how exactly how you want to write an email.” I know this sounds so ridiculous but it was very, very helpful. He helped me with some really basic tools around structuring your time, around structuring your thoughts, being very, very clear in meetings and in presentations. It was funny, though. I never thought of him as sort of a mentor beyond a manager and he was a great manager and a great boss but I didn’t necessarily think like, “Okay, when I leave, this guy’s going to be on my side,” but I was really, really almost pleasantly surprised when I left that role and that company, yeah, just how generally supportive he is. The one thing I would say too is like sometimes, I won’t talk to him for over a year. We live on different continents.

Allie Morse: It’s great if you have a mentor, where oh, you go and you have coffee once every six months or something like that but I think kind of being realistic that, okay, that was a more formal relationship, right? He had been my manager. Now, if I genuinely have a question or I mean, obviously, references he’s really great at but beyond that, right? Just knowing that, that’s there and then trying to cultivate that relationship and just sort of letting them, I think, happen a bit more naturally as opposed to thinking like, “Okay, a mentor is somebody. I’ve got to find them this and then, we’re going to go for coffee once a month and they’re going to do all these things for me,” having those expectations. I think, letting it happen naturally has worked for me.

Audience Member: Thank you. Besides hyper local problems that you’re solving for on both sides of your marketplace, are there any other overall trends or any other key factors that Postmates tries to solve for in new products.

Bianca Curutan: Trends. What kind of trends we try to solve with new products? I feel like this is more of a product question but, I don’t know. The trends are always changing. It might be difficult to answer that one because we always try to stay modern, we always try to get feedback from the users to see what they want.

Samantha Phillips: This is going to be a three-part answer. I would say that one of the … That was a tough question, to be fair. One of the trends that I’ve seen is this concept of the last mile and Amazon talks about it a lot but these giant companies, they got really, really good at moving an item from the east coast to the west coast in the speed of light. They get to these giant warehouses and then the efficiency stops. It’s getting it from that point to the actual person’s doorstep that you are starting to see a lot of that trend come up and you’re starting to see the Amazon lockers at Whole Foods. These areas where you want to be able to just go pick up your item.

Samantha Phillips: I think that one of the differentiators of Postmates is that we have this incredible platform for the delivery API like I mentioned before where we can actually leverage the really efficient algorithms of our fleet to actually move any product from one place to another. We all know it very well, I’m sure, for getting our dinners delivered, but we do a ton of other delivery just from point A to point B and moving products that, it’s just that final mile to get it to the end consumer. I think that’s an area that we’ve been focusing on a lot too.

Heather Pujals: Sure. I’ll add to it. Might as well make it three parts. I think as far as oncoming horizons go, I think a new area that Postmates is looking into heavily is expanding our subscription service. The cool thing about working at Postmates is that we aim to be not just a product, but a lifestyle. We are here for you whenever you need us, whatever you happen to need, whatever time it is and wherever you are. I think other companies have done this very well like Amazon Prime. I’m sure a really good portion of you guys are Amazon Prime subscribers and you probably use it all the time if you’re like me. I don’t know.

Heather Pujals: Postmates is trying … One of our big goals for the next year is to grow our subscription service. You may have heard of it. It’s called Postmates Unlimited. Here’s a little plug here. For $9.99 a month, you can get unlimited deliveries and you won’t pay a delivery fee. For us, being able to get customers bought into this ongoing subscription model means that it’s more than just a one time thing. You’re not just interacting with Postmates once every few months when you remember that it’s possible. It’s, “I need something now. I can get it. I need a new T-shirt for … Well, I guess not a T-shirt. A blazer for an interview I’m going to because I am a blazer wearing person.” Or you need food, or you need an iPhone charger, whatever you need, it’s not just food. It’s not a one-time use thing and I think Postmates is really leaning into this and this is how we aim to expand and take on a lot more of the marketplace.

Audience Member: I guess this is for product and engineering but one of the demands of working in a startup is producing quickly from a product standpoint and at the earlier stages, you’re trying to do anything to satisfy your first existing customers. I guess, how do you produce quickly but also listen to existing customers but also produce proactively for all the new prospects?

Bianca Curutan: That’s a problem that we are tackling daily. On the team that I’m on, fulfillment, it actually solves all of those or works towards solving all of those. It’s a larger team, so we split up into pods exactly for that reason. One of the ones you mentioned was for onboarding new users. One pod is totally dedicated just to that. For onboarding and for whatever other features they build, that is the goal they’re working toward.

Bianca Curutan: Then, you said also listening to feedback. Depending on what the feedback is, that will go to the different pods that would be responsible for it or spread responsibility. Yeah, I don’t know. [inaudible]. That’s across all teams. That’s only one side. That’s the courier side of the business, but then, also the merchant and buyer side have similar structures that we try to listen to the feedback and we try to measure the priorities based off how important is that versus this other feature that we’re working.

Audience Member: Hi. I’m very inspired by using technology for good, especially for FoodFight. I was just wondering, how did the business case got brought up to scale because I’m assuming … Well, this is a big assumption. Might be wrong, but restaurants by the end of the day, they usually call Postmates to pick up their leftover food for the day and that’s sometimes clashes when people are getting dinner or getting things delivered back home when they’re off work. Just wondering how that whole business case came to be about and how the product was tweaked as business cases would come along with it.

Samantha Phillips: Yeah. No, that was a very real thing that we were thinking about. Just a little bit of context for what our tablet app looks like. Every restaurant gets to set what hours they’re open and then, when they’re set to be closed, we don’t just turn the tablet off. We obviously use that time to show various other things. One of the, we call them, close [inaudible] cards to whatever, too similar. But we use that for multiple different things, like we show you your stats for the day. We can post just an informational card up there and so, we wanted to take that route and just make a new type of card that actually, that’s what I showed up on that screen. That purple card that just has a button on it to request that Postmates. We had a link on there to learn more, so it could take you to the help center if you wanted more information.

Samantha Phillips: A couple of reasons we wanted to do that. One, exactly as you mentioned, you don’t know if you have surplus food at the end of the night and if you do have surplus food at the end of the night, you might want to reconsider how often you’re ordering food. But the second item is also we didn’t want to interrupt those orders that are coming in and we want the merchants to be focusing on those new orders and preparing them. We wanted to at the time make sure that it was after they were closed, after they had taken stock of everything that they had left over and after they were no longer accepting orders, then they could evaluate and make that decision then. It shows after their closed hours, so usually after business.

Amrit Bhatti: All right, so for sake of time, we’re going to be able to do two more questions and then, have to wrap it up because we do still have dessert and networking hour after the fact. One and two, and then, we’re going to have to wrap it up there unfortunately, but we’re all open to talking after, during networking hour, so you can just find us. We will be here. Sorry.

Audience Member: Hi. I think this one’s for Heather. I had a question on growth. When you’re looking in growing into a new market … Or could be for Allie. I think, you’re in growth as well. What are more of the merchants and what are things you’re looking for in a merchant that would signify that they’re a quality merchant?

Allie Morse: Sure. Yeah, it’s a great question. I think, so, obviously, merchants have very, very important part of our marketplace. We’ve got three-sided marketplace. The buyers, the merchants, and the fleet. For us, it would be we know what the general, how popular these merchants are before we even get there, right?

Allie Morse: What their web presence looks like, how popular they are, those kinds of things. We try to understand, all right how popular they are in terms of their sit down as well as their take out if we are able to ascertain that, as well as potentially the delivery and then, obviously, once we launch the new market, we know how high up they are in terms of the order volume. That helps us prioritize as well.

Audience Member: Hi. My question is for Bianca and Christine. I was wondering as a student and as someone who isn’t majoring specifically in computer science or engineering, when was it that you guys knew that you were ready to start applying for jobs? Yeah, that’s what I’m interested in.

Christine Song: I would hesitate to say that there was a very specific moment where I was like, “Oh my God, I am a software engineer. I know what I’m doing.” I think, honestly, building my first full stack application from back to front was when I started realizing like, “Oh, what computer programming is, is building a website where you pass data around and you serve up data to specific URLs.” It took, I guess, learning that I was able to do these things and understanding that people prior to me, who have also been in complete non-technical backgrounds were able to do these things was really what bolstered my confidence but it’s honestly a work in progress. The more you do, the more you learn and the more I learn, the more I know how little it is that I actually do know. But honestly, the entire process has been really exciting and I would say that if there is ever a moment where I’m like, “Oh my God, I’ve made it as a software engineer,” maybe it was getting my first job, but I don’t think that I’ve fully been there yet. I’m still learning a lot. Honestly, there isn’t a moment where you reach the goal but I think the entire process is learning. [inaudible].

Bianca Curutan: I agree. It’s kind of hard to say at what moment you feel like you’re a software engineer. If you’re asking more about interview prep tips, I’m happy to talk about that after this, but as for how I decided like, “Okay, I’m ready to start applying for jobs,” I wasn’t. I actually just kind of fell into my first software job right out of college and I wasn’t really looking for a coding job but it was an office job and they happened to need a programmer. Sometimes it just kind of happens by accident. In the end, it is just learn as much as you can. Ready or not, just jump in, see what happens and learn as you go.

Amrit Bhatti: All right. Well thank you all for the questions. Again, thank you ladies for speaking and everyone for attending and Girl Geek for partnering with us on this. As I mentioned earlier, we will do some dessert after this and we are giving out swag bags, so make sure before you leave, you grab a swag bag. But also, as I mentioned, we are hiring. The biggest thing that makes us successful here is our talent, especially the diversity that we do have in talent and the powerful women and these men, everyone that are attending here, so if you are interested, feel free to talk to anybody in a white Postmates T-shirt, any of us ladies and then, there are a handful of other people attending that are engineering managers. They have their hands up over there. Go ahead. They are excited. They want you guys here, so hang out with us and again, thanks. Have a good rest of your night.

Our mission-aligned Girl Geek X partners are hiring!

What does the future of work look like for women in 2019?

When Bay Area Girl Geek Dinners launched a decade ago, many speakers were excited about building apps and companies.

By 2018, we have experienced a career-defining shift in focus to stay competitive and relevant in fast-moving industries and roles. Expertise has a short shelf life in tech — we were reminded of this as our redesigned website updated with diverse speaker bios of up-and-coming technical leaders, and new job trends emerged from the decade. Here are the 6 hot jobs blazing the future of work:

DATA SCIENCE: This department has in high-demand from employers and students — this fall, UC Berkeley taught the “intro to data science” course in a concert hall with a capacity of 2,689 seats! You can find the professional certificate program for data science offered by UC Berkeley online here.

Sasha Laundy works in data science at Warby Parker. Previously, she founded WomenWhoCode and Polynumeral. She says:

“Data science is so popular right now in part because it’s so useful. It can be applied to a staggering number of areas — like climate change, public health, journalism, politics, supply chain, understanding customers, product design, and the search for exoplanets, just to name a few. If you develop your statistics, software engineering, communication, and ethical skills, you can apply data science to pretty much any area that interests you.”

ENGINEERING: This well-paying profession is in huge demand, leading to a rise in coding bootcamps (note: many people who work in engineering didn’t major in computer science).

“Until recently, only graduates of a few elite PhD programs were able to effectively use deep learning. Artificial intelligence (AI) is facing a diversity crisis, and we need to get more people from all backgrounds involved! Free educational resources like our course on deep learning from fast.ai is available to anyone with a year of coding experience — no advanced math required.” — Rachel Thomas, PhD, co-founder of fast.ai

Silicon Valley employers need to expand from traditional university recruiting to include a balanced proportion of non-traditional pathways — which would simultaneously broaden and diversify the talent pool across vectors like age, gender, underrepresented groups. More on this topic later…

PRODUCT DESIGN: Facebook’s VP of Product Design Julie Zhuo blazed a path for product design with her blog and frequently speaks on the topic. The popular role emerged from an alphabet soup of job titles like UX designer, UI design, interaction design.

PRODUCT MANAGEMENT: Google’s prized Associate Product Manager program was created by former VP Marissa Mayer to scale product managers as the company grew rapidly. Aside from MBA candidates with a new dream job of becoming a product manager, professional pathways include product management bootcamps, online courses and communities like One Week PM.

MODERN-DAY SALES ENGINEERING: Less golf, more spreadsheets. FastCo published in August an article about how sales became a STEM job. Sales enablers who optimize the sales team and process, arming reps with real time insights and data, are valuable assets, and sales engineers like Kelly Kitagawa at Splunk are on the rise. In 2019, sales will continue be a lucrative career for women:

“You need to be someone who is curious, wants to genuinely help companies that are probably fits for what you sell, and can express why and how your products can do that. So people who like to research, people who are detail-oriented, outgoing, confident make great sales reps  —  people who like a challenge and who want to learn—will be great at sales,” says Ali Powell at HubSpot.

SECURITY & ETHICS: Misinformation and inequality is on the rise in the United States, most markedly seen with 2016 election hacking of democracy. Security and ethics are at new frontiers with vast opportunities for new leadership positions and voices.

“It’s so broad in scope,” Intel’s Chief Security Officer Window Snyder told Dark Reading about her new role. “But it’s still people at the end of the day.”

Stay tuned next week for industry trends—4 of them!— that are huge opportunities for women.

“Designing Products Scaling Human Experiences”: Samihah Azim with Lyft (Video + Transcript)

Speakers:
Samihah Azim / Product Designer / Lyft
Sukrutha Bhadouria / CTO & Co-Founder / Girl Geek X

Transcript

Sukrutha Bhadouria: [No audio 0:00-0:16] Hi, welcome everyone. I hope you’re having a good time with our conference so far. Welcome to Samihah, who is going to be our next speaker. She’s a Product Designer at Lyft, where she’s also the intersection of business calls and designing experiences impacting local communities. Prior to Lyft, she actually designed for a local commerce at Postmates and crafting high quality patient healthcare experiences at One Medical. Outside of design, she does a lot of cool things. She mentors for the State Department TechWomen program, enjoys power lifting, and also loves to cook. So, without further ado, I do want to say that these talks are going to be recorded and you will have access to the videos later after the conference, so go ahead, Samihah, thank you.

Samihah Azim: Thank you. Hello everyone, my name is Samihah as Sukrutha has said and I’m a product designer at Lyft. Thank you all for being here and Girl Geek X for having me and also, speaking of Lyft, shameless plug, we are hiring across the board. It is my favorite job. Prior to Lyft I was designing at Postmates, prior to that One Medical and today I’m going to talk about design as a powerful tool to scale products that have a core human to human experience. And, it can often be slower to scale these experiences and to get to that North Star vision for the products, but technology can be used to scale strategically and augment the human to human experience that’s happening outside of the software.

Samihah Azim: So, how does design add value when a product is scaling? Well, most products have a longer term North Star vision and if not the product, then certainly nearly every organization has a long-term North Star vision of what they imagine the future to be. But, it’s nearly impossible to get to that future today. You can’t go from zero to 100 unless you’re Drake and you’re on the catch up, but most of us are not Drake.

Samihah Azim: Designers, we’re very good at creating artifacts of what we imagine the future could look like. Where we can add value here is to really bridge that gap between today’s world here and our ideal world tomorrow. We can phase out what we have and what we need today, where we also add a tremendous amount of value is in using qualitative research that helps inform what our users need in each phase in order to come along the journey to our North Star vision. If you imagine that this the world here today and the North Star is up here. What is it that our users need in order to come up to this journey with us?

Samihah Azim: With design thinking, we’re really distilling a problem to understand how to solve it. Data helps to tell us and inform us in a lot of our decision making by telling us what’s happening. It doesn’t necessarily tell us why something is happening and that’s really where design adds a tremendous amount of value. We can help guide what we should test, if what we’re testing is the right thing to test and highlight if there are confounding factors that are potentially affecting the results.

Samihah Azim: When I worked at One Medical, we knew that a longer term goal was to make high quality affordable healthcare accessible to more people, but healthcare is a business, where that human to human or that human interaction component is still very important and technology isn’t something that will likely replace it but rather it would augment the experience. Brick and mortar is core to One Medical and technology augments the healthcare experience, so how do you scale a business where that human to human interaction is so core to everything but it also requires more operational resources that are often harder to scale. In short, it’s not easy.

Samihah Azim: When your product has a service that’s core, where humans are interacting with other humans, these are experiences that are happening outside of software but that will be associated with the product experience. This is where designers, we need to look at everything on a systems level and when I say systems level, I mean on the entire ecosystem and especially the business model and revenue streams. How does a company make money to further scale? I’m going to tell you a story from when I was working at One Medical and how I used design to learn how to scale human experiences.

Samihah Azim: In healthcare, medical practices make money through insurance billing codes and appointments are seen as inventories. Inventory is limited because doctors are limited, so how do you scale? Well, this is also where it’s important to look at what users need. Users that need to see a medical provider are booking appointments but not everyone that’s booking an appointment needs to be seen in person. There are acute issues. Issues such as flu or yeast infection, cough, nausea even getting an STD panel ordered that don’t require a physical visit to the doctor.

Samihah Azim: At One Medical, we knew that we wanted more patients to get the help that they needed by using virtual care products that we had built. I ran a design sprint with cross functional colleagues to understand the problem of why more people weren’t using care channels outside of the office visit. What we found is that people’s mental models today is that virtual care is something that, and specifically video visits, is something that is associated with travel or 2:00 a.m. emergencies. If it’s a 2:00 a.m. emergency, you should probably call 911.

Samihah Azim: One of the three projects that came out of the sprint that I had facilitated is a project that we called Integrated Booking Flow. Essentially, we wanted to test if educating users on virtual care and giving them what they needed today would get healthier patients to use virtual care in order for that to free up inventory for more sick patients that actually need it, and would that be something that the business could then scale and make high quality affordable healthcare accessible tomorrow.

Samihah Azim: The product manager on this project and I, we had really tight feedback loops, where we would meet regularly, multiple times a day and frequently we would also pair on both product management, as well as design. There’s a clinic next to the headquarters, so what we did is we would hop in there multiple times a day over a two-day period and test a bunch of paper prototypes as well as InVision prototypes. And, you can see on my screen, on the slides at the top, are the many prototypes … a sampling of the many sampling of the many prototypes that we had tested, the Guerrilla Usability Testing and what this helped us learn was what would work and what wouldn’t.

Samihah Azim: It was invaluable in not only helping us to learn that but also managing the many opinions of stakeholders and people who weren’t necessarily stakeholders but were involved in the projects. Essentially, this project was a test to see if integrating traditional equipment booking with video visits was further investing in and then, you can see on the screen on the bottom. That’s a sample of all of the feedback that we managed to capture and the action or inaction that we may or may not have taken, and the reasoning to that based on the usability testing that we had done.

Samihah Azim: When we rolled out the test, what ended up happening was that … Well, it was too successful. How often can you say that, right? We ended up having to turn it off because the virtual care providers were getting far too many requests and the SLA that we were communicating ended up being incorrect. We did validate that when mental models were gently guided towards this new shift in thinking, when users learned that video visits were for more than just travel and more than just emergencies, they adopted it for minor issues.

Samihah Azim: We didn’t spend weeks trying to perfect that most perfect V1, we shipped something that was good enough in order to learn and, in fact ,the screen on the slides, you’ll see the flow of integrated booking. Where a user goes to book an appointment and that middle screen was actually something that I had come up with by pairing with the data team to understand. We knew that a lot of the data was unstructured and so with their help, we were able to pull the top seven reasons why users are coming in for an appointment visit, which actually don’t require a physical visit but can be treated virtually.

Samihah Azim: Then, in that second to last screen is the alternate booking screen that users would see, patients would see if they chose one of those reasons, and we were gently guiding them towards and educating them that they could get care virtually for those issues and it would be much faster. If there’s one takeaway from this learning, it’s that it’s okay to move fast and ship an imperfect V1 in order to test and learn, so that you can iterate and ship that perfect V2.

Samihah Azim: This doesn’t mean shipping shoddy visual design. You can absolutely have pixel perfection without the V1 being in that ideal state. On the note of imperfect V1: sometimes when a product is scaling and especially with products that require that human to interact with another human, some team members might get a little too scope happy, scope cutting happy. I am that designer that cares a lot about things like client side load time and I’m also cutting scope or finding another way to solve a problem but there are times where you do have to introduce scope in order to have a viable product to test.

Samihah Azim: There was one company that I worked at, where we were working on an experiment and if successful, we would have further developed it, turned it into a core part of the feature in our products. But the product manager on the project was on this huge scope cutting spree. That by the end of it, it was barely a functioning test that made many of us question why anyone would use our product when competitors had far more basic functionality? And, we likely would have gotten a bad signal had we built it and tested it, where the … It came to a point where the term minimal viable product no longer applied. It was, the viable part got lost.

Samihah Azim: It’s important to ask questions because running experiments requires time and resources depending on your user set or what you’re testing, you have to wait until you get statistical significance, which can take a couple of weeks to a couple of months. You want to make sure you’re testing the right thing because you’re also using up engineering time, as well as design time and often times marketing time as well and you want to get a good signal.

Samihah Azim: That doesn’t necessarily mean it has to be a positive signal or a positive performance rather since you can learn a lot from negative performance but rather, what you want to learn are what is the metrics, what are they telling you? Is it something that you can learn from and does it fit into the overall product on a systems level?

Samihah Azim: If someone wants to test a popup flow at the point of user conversion, maybe there’s a good reason, ask why? But, it could also be that users are tapping on it because it’s a popup and it’s there and not necessarily because they find any value from it, so some questions … On that note, ask some questions. Some questions that I like to keep in my back pocket and ask are, “Why are we testing this, after this experiment what’s next, how do we know that the metric move this way because of this variant or XYZ confounding factor, did we even reach stat-sig, bro?” Well, maybe ask it a little less broy than that.

Samihah Azim: Why, and this is my favorite, why does it look like we’re p-hacking the data? Luckily at Lyft there is no p-hacking of any data. In a lot of organizations moving fast, growing, and scaling has the perception of being incompatible with staying true to your values. Designers, we want to feel like our work has a positive impact on the world. Sometimes when we’re so close to the data, it’s hard to have that perspective that work that grows an organization or a company that aims to do good with good intentions, is having an impact on the world.

Samihah Azim: Two of my favorite Lyft core values are uplift others and make it happen. At Lyft there’s actually an entire team that’s dedicated to growing the business, I am on that team. It is called the Growth Team, some creative naming there, but when we think about growth, we’re really looking to grow with intentionality so that we can continue to make a positive impact on the world. In fact, at the core of Lyft is tipping. It’s been a core part of the business and part of growing the business means initiatives that uplift our drivers.

Samihah Azim: Actually, recently this week, we actually got half a billion dollars in tips. Oops my apologies, I have the wrong data on there, it should be 2018. We actually raised … So, there were 250 million in tips in 2017 and just this week we hit half a billion. It took five years to get to quarter of a billion and then a matter of months to half a billion, and that really goes to show how growing a business can also help do good in the world as well. So, drivers are an important part of Lyft, so designing experiences that make a Lyft driver’s life easier, helps them earn more and that’s a design challenge where we’re doing good by one set of users and by doing good we can further scale, which helps us do even more good.

Samihah Azim: We also think about important causes and when we think about growing the business, it is also in the context of, how can we better benefit the society and without scaling, it’s hard to grow social giving. Last year in 2017, the team introduced a feature called Round Up & Donate, where Lyft passengers could round up their ride to the nearest whole dollar and that change would then go to a cause of their choosing, so 3.7 million dollars were donated to 14 causes. A lot of these causes were standing up for civil liberties, supporting service members, and investing in teaching members from underprivileged communities to code.

Samihah Azim: Now, I want to end on a couple of key points on what can designers do to be the most valuable team member possible? Well one, we can show value. The best way for design to show our value is to really to start caring about business goals and team metrics and then, being comfortable with an imperfect V1, so that we can test and learn to build that perfect V2 and move faster to that ideal North Star. Then also being really cognizant of what’s being tested when designing and what effect it has of other metrics, as well as what effect it has on other users or on users. I am not sure if we have time for Q&A but if you have any question, feel free to reach out to me on Twitter.

Sukrutha Bhadouria: Yeah, thank you so much, Samihah, this is great. We have time for one question and so, the one that’s gotten the most votes, “Could you share with us about a technical challenge that you are currently working on and what are the technologies, tools, and concepts that you are using?”

Samihah Azim: Unfortunately, I can’t talk about any products that have not been released yet, but I guess I could talk about it on a very high level, so there’s a project that I’m on, where I designed this, what we would consider the ideal V1 and there are some technical limitations on the engineering side, where we could get to that point but it would take about six weeks.

Samihah Azim: When I heard that I was like, “That is a really long time, how do we get there faster?” Because I think it’s also important to learn as quickly as you can. If we spend six weeks building that ideal V1 maybe it doesn’t perform that well, maybe there’s a lot of assumptions that we’ve made. What I then did is paired really closely with engineering, as well as the product manager on the project and we broke the different pieces down, and really understood what the scope of each part would be and how we can get to shipping the test faster.

Samihah Azim: We went from six weeks to three weeks, which is great because that means we can then … Once we ship that we can … once we hit statistical significance, we now have enough data to learn from that to then make adjustments to the idealized version. The benefit of that, the current, what we’re calling V1 now, which would take three weeks as well as having that idealized V1, which would now be V2, is that the backend engineers now understand what direction we want to go in, so that way they’re able to build in a way that’s scalable to the future where the client side engineers they … to them what’s more relevant is the immediate V1 that would take three weeks to build.

Sukrutha Bhadouria: Thank you so much, Samihah, we’re actually out of time. Thank you everyone.

Samihah Azim: Thank you and thank you for having me.

Sukrutha Bhadouria: Thank you.

Girl Geek X GroundTruth Lightning Talks & Panel (Video + Transcript)

Like what you see here? Our mission-aligned Girl Geek X partners are hiring!

Lauren Stephenson, Alicia Huang, Sarah Ohle

GroundTruth girl geeks: Carol Chen, Lauren Stephenson, Alicia Huang, and Sarah Ohle give talks at the sold-out GroundTruth Girl Geek Dinner in Mountain View, Caliifornia.

Speakers:
Sarah Ohle / VP, Marketing Insights / GroundTruth
Alicia Huang / Senior Product Manager / GroundTruth
Lauren Stephenson / Director, HR Business Partner / GroundTruth
Carol Chen / Senior Director, Software Engineering / GroundTruth

Transcript of GroundTruth Girl Geek Dinner – Lightning Talks:

Sarah Ohle speaking

VP of Marketing Insights Sarah Ohle speaking about location data at GroundTruth Girl Geek Dinner.

Sarah Ohle: GroundTruth are the leaders in location. We’re a global location platform. We leverage location data to drive business performance. We also own WeatherBug. I’m not going to spend too much time talking about this because, Harshal who’s over there, works on WeatherBug and she is the expert. But WeatherBug is our consumer facing app that we have about 14 million monthly visitors. People are spending about three minutes per day of engagement in the app. More than two out of three of the user base are really, really loyal users. And we have about a 4.5 plus star rating in Apple and Google Play App Stores. So, really strong app. We’ve spent a lot of time since we acquired it about two years ago. Really investing in that app, growing in it, and really excited about where we stand with it today.

Sarah Ohle: So, that’s the quick overview of GroundTruth. I’m happy to stick around and answer any more questions about who we are as a company, but I think you guys are probably a little bit more interested in hearing about location in general. So, making sense of location, determining a visit. So again, everything we do is kind of based on that idea of visit. And it comes down to three things. It comes down to accurate lat-long for location, blueprinted places, and I’m going to get into each of these, and what they mean a little bit more, and then putting those two things together to determine a visit to a place. So, it’s a location and a place together, equals a visit.

Sarah Ohle: When it comes to location data, all mobile location data is essentially collected through Android and iOS location services and passed down through apps. But it is what you do with that location that matters. I always say, “Not all location players are created equal.” Because location does come in a lot of shapes and sizes.

Sarah Ohle: The three main sources for location data, GPS. GPS is considered the most accurate, but there are some limitations if you’re in like a really heavy metropolitan area, or somewhere with bad weather conditions, where it can get a little bit hazy. Wi-Fi is the second. Devices do not need to be connected to a hotspot to be picked up on Wi-Fi. And then, the third is cell towers. So, devices sending location of near by cell towers triangulate the phone’s position. So GPS, Wi-Fi, cell towers. Those are the three main sources of location.

Sarah Ohle: And then, what we do, companies like GroundTruth, when we get these locations signals passed down to us, we take a little bit of effort to weed out, sort of, what we call or what I’m going to call the junk of location. So, there’s certain things, centroids, for example, this is one of my favorite fun facts to throw out, one of the most popular lat longs that gets passed down to companies like ours, is for Potwin, Kansas. Does anybody have an idea what Potwin, Kansas might be? It’s the exact center of the United States. So, there’s these things called centroids, which are literally like the center of a city, or a state, or the United States, that get passed down. So, there’s a couple of checks, looking for fraudulent signals, randomized lat longs, carrier IP detection, anything that might just look like it’s not actually an accurate location signal. That we take the time to go through and scrub.

Sarah Ohle: The second piece of this is place determination. So, providing context for where somebody is. We map boundaries around the location so its not just a point on a map. We look for a store, we can say, “Here’s a store in one location.” We’re actually going to draw a geo-boundary around that store, and determine it as a place in our system. We call this blueprints.

Sarah Ohle: And what’s interesting about blueprints, is there is a level of, sort of, human that needs to go into this. So, everything has a boundary around it, made up of lat longs. It takes that sort of second level of looking at a map and actually drawing the location around that business to determine that that is actually a place. And why that’s important is because there are a bunch of different ways that you can do place mapping. And why what we do? We take the time to actually draw around these businesses is so important.

Sarah Ohle: So, I’m going to go through just a couple of these common ways of defining places. The first one being a store address. So, a lot of times people will say, “Okay, we’re going to call this store address a location and then just put a geo fence around it.” So what happens, you can see in this example, is you’re actually missing a lot of the actual store. You’re just doing a radius around whatever that pinpoint is on the street, and up in that corner, that’s not actually even… most of its not even hitting the business.

Sarah Ohle: The second way that is pretty common to use is what’s called parcel data. So, parcel data is more like when you think about what the postal service uses. So, this is great. It does actually capture some of the store, but it also, in that picture captures Verizon, GameStop, Rent-a-Center, Subway, Dollar Tree. Its just not that precise. …

Sarah Ohle: So then, store based radio. If you say the same sort of idea around an address, but you drop a pin in the middle of a business and then draw a radius around it. Again, you can see all of the wasted impressions that you go if you define a place based on just that.

Sarah Ohle: And then, finally, polygons, which is a common method for defining locations based on a store center. And then, blueprints, the way that we define places, is taking that one step further and taking those polygons, using that human element to actually identify the boundaries of a store based on the lat longs, and being very precise about where you are in the store on the different levels.

Sarah Ohle: Then, at the end of the day, putting these two together. Essentially taking matching location verified lat longs to approve blueprints. We then do a couple of quality checks. So, for example, if we see a location signal in a business at a time where the business isn’t closed, we might then not say, “Okay, that’s probably not a visit. That’s probably something else that’s getting picked up.”

Sarah Ohle: So, running a couple of quality checks like that on that, is the third step to actually determining what a visit is. Or employee status is another great example. If we see somebody in a store 10 times a day, five days a week, you can probably assume that’s not a shopper actually going to buy something.

Sarah Ohle: And then, essentially how we use all of this information. Again, we collect this visit, we can do this, we can serve media. At the same time, we do a lot of insights around this, where we can say, “We know that these are the peak hours for shopping”, and therefore, advise some of our clients on this is how you should plan your media strategy.

Sarah Ohle: There’s a couple of other use cases I want to point out because in the time that I’ve been in location, we’ve really evolved past that whole idea of, here’s a radius. And I remember five years ago it was a saying, “Oh, somebody walks by a coffee shop, and you send them an ad and say ‘Hey come in and use this coupon for a cup of coffee'”, and its really so much more than that right now.

Sarah Ohle: The first use case, additionally, I wanted to point out, that we do with it is audiences. So audiences, there’s a couple different kinds. There’s location audiences, where you can say somebody is a visitor to a brand. Where you say, we see this person in this brand very frequently, so you can say that they are shopper there. And then, you don’t necessarily need to be reaching these people in real time. You can take that information and use it for any sort of purpose you want.

Sarah Ohle: Behavioral audiences, somebody who does something, goes to high-end retail stores. You might actually call them a fashionista, I think is the example we have called out there. Or really, the possibilities are endless. Taking these locations signals and grouping them into any type of audience behavior you want. The other one I say a lot is, “If we see somebody at stadiums and sports bars, you can assume that they’re a sports fanatic.” So, those types of things you can do with it.

Sarah Ohle: The next one I want to call out is cost per visit. So, this is the industry’s first pay-for-performance model of driving offline visits. So, a lot of the times in the media world you’ll say, “We’re charging on impression.” Its great, but how do you know you’re actually driving anything with those impressions? So, at GroundTruth, we came out with a cost-per-visit model, where we actually will only charge our clients based on the visits that we are able to drive to the locations that they’re trying to drive.

Sarah Ohle: And then, the last, sort of outside of the box, use case we use is what we call ‘neighborhood’. So, this is areas that identify visitation affinity with a specific store audience. So, instead of even just saying, “This radius,” or, “this precise around this location,” we can actually see where people are coming from frequently, that are going to these locations, and create almost like a trade area around a business. That you imagine all the possibilities for that type of data.

Sarah Ohle: So, whole point of this… there’s a lot that going on with location right now at GroundTruth and in a lot of places in the industry. So, super exciting space. Lots going on, and these women right here are going to tell you some amazing things that they’re doing. Get a lot more into the technical details. But again, if anybody is interested in this space, happy to talk more about it. So, with that, I’m going to hand it over to Alicia, who is our Senior Product Manager, to talk a little bit about what she does here, and how she got here.

Alicia Huang speaking

Product Lead Alicia Huang gives a talk on owning your development at GroundTruth Girl Geek Dinner. 

Alicia Huang: Hi, everyone. Welcome to GroundTruth. So, I am a Product Manager here, and I work as a Product Manger in Baidu, and Tencent, which is Chinese search engine, and searcher networking site. And also, I been to Berkeley, Haas MBA… to get my MBA, and also interning at McKenzie. So, I started my career as a Product Manager by accident. So, I apply for a business strategy role, and I got the role, but at the end of day, I got assigned to be a PM.

Alicia Huang: So when I started my career, I was the only product manager in my team who doesn’t have a strong background. So, it’s quite tough for me to learn all those, kind of front end, back end, as serving system, which is the very complex system. So, I get a chance to actually connect with a lot of my colleagues, no matter they are engineers, or PMs, so I learn a lot from them, how they work on their products, and also, how the tech actually work at the back end and front end.

Alicia Huang:After that, I realized that I need to find my differentiation as a product manager in my team, and I figured out that actually brand display ads is my niche, because a lot of my PM colleagues back then, they always have mathematics or engineering background, and that they extremely good at building algorithm, or dealing with front end engineers. But, they like the sense of what they brand advertisers want, and how they could talk as brand advertisers talk, as our sales talk. And that’s actually my niche.

Alicia Huang: I actually asked my boss to give me projects specifically in brand display ads, and I became an expert in brand display ads in Baidu. And after three years in Baidu, I grew from a product specialist, which is the lower end as a product manager, to Product Manager. At the time, like I got a lot of invitations from other companies to interview with them, cause a lot of company want to build their brand display ads arm. So, I became the expert in that market, so that I have more leverage to choose what kind of companies I want to work for, and what kind of title, or what kind of resources I want.

Alicia Huang: So, after that, that I worked for Tencent for a year, to work on… also in brand display segmentation. After a year, I decided that I’m not gaining the career development support from my boss, so I decided to go for business school, to get my MBA. So, I realized that a lot of people here in the audience would love to get into product management, or transition their career, and I think business school is a very good way for you to transition your career. As I talk with some of you, it’s always very important to prepare even before your business school, because when you get to your business school the first year, and that you started to look for your summer internship.

Alicia Huang: In the summer internship, all the recruiters, actually they’re looking at candidates with relevant experiences to the job. If you are looking to be a Product Manager, or a Senior Product Manager role, then you need to show some relevance in your previous working experiences to product management. For example, you might need to take some courses in product management, or even coding, or do some kind of side project to work with your friends in an app, to show that you could actually bring value to the team. Or maybe you have extremely strong analytical skill, business skill set, so that you could work as a business PM.

Alicia Huang: So, after the first year, and I joined McKinsey as a summer associate at the time, because I always kind of have to the fantasy to work in business strategy and I wanted kind of work as a person who could formulate the business strategy for a firm. So I learned a ton inMcKinsey, especially in communication skill, and also analytical skill. And all those things bring back home, for me, to come back as a product manager. Cause as a product manager, its always… analytical skill is always the most important skill set you have. No matter it’s data analytics, or analyze other people’s product, like summarize client needs, and how do you actually see your product from now, to three years later, and the analytical skill is extremely important.

Alicia Huang: And the second thing is about the communications skill. You always need to talk to executives or your teammates, and also engineers, to share with them why you want to build this product, why it’s important. What kind of impact you want to achieve. How do you prioritize them? Why you prioritize in this way? Then, communication skill is something I learn a lot in consulting firm. I used to be very shy, and I don’t love talking in public at all, and not to even… like sometimes in the meeting room, if I need to like present something, and I get very nervous, but in the consulting firm, I forced myself to actually talk, because the only value as a consultant is your talk. (laughs)

Alicia Huang: You need to share your ideas, so that you could show that you add value to other people. So, right after that, like I’m very comfortable in speaking in classroom, or in the meeting room, and in public. So, I trained myself in that way.

Alicia Huang: So, moving forward, I think, so for me, coming from China to be in Silicon Valley, for me to formulate my career, and it’s very important to actually think through what I want to be in the long term. I’m always interested in the technology field cause I want to help people to be more productive and happier in their workplace, which take up so much of our time.

Alicia Huang: So, for me to be a tech person, then, do I want to be a PM, or business strategy team? And where I could actually make the most impact? And I realized that, actually, PM is a position for me to make the most impact. Then I think about like what kind of PM I want to be. Do I need to be a front end user interface PM? Or I want to be system API PM? Or I want to be machine learning PM? And what is the PMs in the market, in the technology field, and what are their expertise, and how can I differentiate myself in that field? And the machine learning, actually, is the differentiator for me.

Alicia Huang: And here in GroundTruth, actually, I have a lot of chances to work on machine learning related projects, which helps me a lot. And also, actually, Silicon Valley is like Hollywood. So, all the times, like it’s all about what kind of people you know, could get you to the next place, which is true. So, going to business school helps me a lot cause we have very strong alumni network in Berkeley. And also, I actually reach out to a lot of people to set up coffee chat with them, to understand what kind of problem they are solving. How they solve them, and also get to know them personally. And I encourage you guys set up some time to invest in your career long term, by learning, by actually meeting the people in the field that you want to transition into, and also, think through where you want to be, and where are you at right now, and what is your biggest leverage for you to get to where you want to be. And then, where are the gaps?

Alicia Huang: So, right now, I spend a lot of time to learning stuff that I need to learn, for example, I take classes in deep learning, and also in system design, which as PM in machine learning field, I think I have to know that, so I would take some personal time to really learn those things. So, unfortunately, I need to go earlier, but if you have any question, feel free to reach out to me at LinkedOn, cause I take a lot of my time to actually volunteer to help my classmate, and other woman in their career transition. I’m happy to have phone call with you, or have coffee chat with you guys. Thank you.

Sarah Ohle: And we are going to do a panel afterwards and open it up for everybody to ask questions, but since Alicia does need to leave, because she’s a very hard worker, and has an important meeting tomorrow, if anybody has any burning questions right now, we can do those too, if anybody really wants to ask anything for Alicia, before she goes. Or you can just reach out to her on LinkedIn, get coffee. That works too. Awesome. Thank you. Thank you so much. Oh, we do have a question. Oh, I’m so sorry. We’ll bring you this mic.

Audience Member: I’m wondering, do you have like some suggestive top list of questions to ask when you have these coffee shops? Like what are the good questions to ask, instead of kind of seeming that you’re desperate?

Alicia Huang: I actually spend a lot of time, like I think about what kind of question I would ask people in the coffee chats. So usually, I will look at their LinkedIn, and I’ll look at what kind of companies they work for before, and what kind of projects they have done. And then I would specifically ask them the questions related to the projects they have done, and that their career experiences.

Alicia Huang: For example, I would ask a person, he is very Senior Product Leader, in a very prominent tech companies, I would ask him like: “How do you find yourself those opportunities? And how do you prepare yourself for those opportunities?” And as a product director, you have such significant department, how do you actually balance the depth and the width of your projects that you are doing? And how do you actually identify your gap of – of the gap you need fill as a product leader? And how do you kind of choose which one you want to fulfill first? So, really, actually, have very tailor-made personalized question, cause everyone is different and they want to feel special when they spend 30 minutes with you.

Sarah Ohle: Got one more.

Audience Member: And so, thank you. That was really interesting to listen to. I just wanted to know, so you said you reached out to people who were in the area that you’re interested in. How do you convince them to come have coffee with you? I mean, nobody in Silicon Valley… I mean the first thing that’s – we have no time. Thank you. Very nice. Interesting, but –

Alicia Huang: Yeah. I actually, I was scared of that very much. Like during my first year of my business school, I’m like, “Why people would spend time with me?” Like, they’re so busy, and I also forced myself to do that. So, at first, I would reach out to alumni, cause we have connections in that way, like a outreach email, that’s very important. Keep it short and also tell them why you are interested in talking with him. What kind of value, what kind of help you need from that person. Make it very specific, and then the person will make a judgment.

Alicia Huang: Of course, like when you reach out to 10 people, not 10 people will respond to you, but even though you have 10%, or 20% success rate, it’s a lot of value to you. So, don’t be afraid, and also I would like to say that we are all equal. Like you have value to bring to them, as well. Not just they offer value to you. So, thinking as a equal conversation then it will help.

Alicia Huang: And also, I would like to say that when you talk with a person, you always look to talk with a person who have insights and also who are fun to talk with. So, before you talk to your person, like [do a read 00:22:47] and a think, so that when you talk to a person, you always have good insights to bring to the table, and then when you have so much insights, so much value, then your personality, your fun part, will bring out anyway.

Sarah Ohle: Lauren Stephenson, who is our Associate Director of Human Resources Business Partner, is going to talk a little bit about managing performance. So, yeah. Lauren.

Lauren Stephenson speaking

Associate Director of Human Resources Lauren Stephenson gives a talk on managing performance at GroundTruth Girl Geek Dinner

Lauren Stephenson: A big shift from everything that we’ve – is it? No? Can you hear me? All right. If not, I talk loud. A big kind of a shift, but something that I think is increasingly becoming at the top mind for HR professionals, for people who are individual contributors, for managers. So with that, let me just – you’re telling me to speak up, so I’ll speak up.

Lauren Stephenson: Little bit about myself, I, as Sarah said, am Associate Director of HR. Also, the Human Resources Business Partner for the company, so a big part of that is focusing on not only running the operations department, but partnering to figure out how we can further drive performance management. How we can further the talent management strategy, and that equipping managers with the tools that actually think about how do we start treating people like people. Right?

Lauren Stephenson: So, very simple. I found out yesterday I had all of 10 minutes to condense what I would speak about in a few hours. So, I’m going to try. So, a few key things I’m going to talk about.

Lauren Stephenson: First thing is thinking about how do you kind of define your playbook as a manager. Right? And so, the first thing that I want to do a quick poll. How many of you in here are people managers? Managing? A few of you. Okay. How many of you are aspirating people managers? We have some future leaders. It’s okay, you can raise them high.

Lauren Stephenson: So I say that because I think one of the first things you need to do when you’re talking about defining your strategy as a manager, is to step back and check yourself, and say, “Why do i want to assume this responsibility?” Right? A lot of times people end up getting into managerial positions simply because it’s the next step on the career progression ladder. And to me, assuming a managerial responsibility is a great kind of privilege. To be responsible for talent, and people’s growth and development. And being tasked to actually carry out the business objectives.

Lauren Stephenson: So, check yourself. And with that, you’re going to hear me say that a few times, is take a step back and say, “What is it that I’m trying to accomplish as being a leader?” And be intentional about that. Right? When you’re thinking about, “I am responsible for building a team. I am responsible for leading a team. I am being tasked with this. So, what do I need to do? Why am I actually signing up to be a manager?” And one key take-away, if you remember nothing else for my managers, is being a manager and being a leader – two completely different things. Please, never confuse the two with that.

Lauren Stephenson: And so, kind of when you’ve figured out – excuse me. My mouth is very dry. And so I’m going to take a sip of water. And this is the part where you see the part of me where I’m very human, in which I want to stop and clear my mouth. See? We realize that we’re all human. Right?

Lauren Stephenson: So, moving away from after you step back and you’re like, “Okay. This is why I want to manage,” you start to think about more of the strategic side of actually defining your managerial playbook. And that’s thinking about, “How do I start to assess the landscape of the company?” And you’re going to start thinking about, “I need to talk to my C suite. I need to understand what our business objectives are.” That’s going to help you determine the type of team that you need to build.

Lauren Stephenson: So, the whole point of performance management if you want to make it strategic, is to say, “How do I find the right talent, align them in the right roles, continue to drive and push the company’s vision so that we can ensure we’re carrying our business objectives, and building sustained growth?” Its like the simplified version of what we’re trying to do. And in my opinion, you can’t separate the talent experience from the business experience. It goes hand in hand. Right?

Lauren Stephenson: So, you’re stepping back, and you’re like, “What are we actually trying to accomplish?” Assess the landscape. And then, from there you’re like, “Okay. What is the objective?” You understand you have your business objective, we’re trying to whatever it is, be the first company to have all organic food. Something like that, right? What type of talent do I need to bring in the door to actually drive that objective?

Lauren Stephenson: And notice when I said talent, I said the right talent. What does that mean? I didn’t say I need talent from top university. I need talent that looks like me. Right? You need the right talent, and when you’re thinking about furthering your agenda as a company, connecting to your consumer base. If you look out, most of the consumers don’t all look the same, they don’t talk the same, they don’t come from the same walk of life.

Lauren Stephenson: So, you got to step back and you got to say – you got to address that unconscious bias from the gate. That’s one of the things that you need to do, is you need to be intentional about the way that you’re hiring. You need to think about fostering a diverse workplace, fostering diverse thought, bringing in people who come from different experiences, because that’s how you’re going to build a well-rounded team. That’s how you’re going to be able to connect to with your consumer base, and actually be able to create an experience that people are actually going to want to gravitate towards.

Lauren Stephenson: So, that’s like the second thing. And then once you have that, you started thinking about the type of talent that you need, you’re going to then move into thinking about what type of resources do we need? What type of tools do we need? What type of processes do we need? What teams are we going to be working with? It goes back to communication. That’s the common thread in everything that I’m going to talk about, is you need to be talking. Right? You’re defining your strategy, I know the talent, I know my objective. What resources do I actually need to put in place to carry this out?

Lauren Stephenson: And then, from there, what is the targeted objective or outcome? How do I assess if all of this was successful, once I’ve sat back and kind of defined what that strategy is. And one thing that I also encourage you to think about, is, managers, is the talent management piece. Right? Performance management, talent management. Once you have the right talent, how do you continue to empower them and ensure that they’re engaged? That they feel valued, that they feel like they have growth and potential. That’s a big key in making sure you’re going to foster an environment in which this diverse talent that you have brought in, actually can feel included in what you’re doing.

Lauren Stephenson: And I speak on that, because it’s really important. I think a lot of times, we as HR professionals, we get a lot of flack. And I get it, cause once upon a time, I was not in HR. And I used to always say, “Oh, HR doesn’t care about the betterment of people. It’s all about the company.” And I understood that for a very long time, and so I think it’s time for managers, and for leaders, and for organizations to step back, and to really get real about understanding that our people are our biggest asset. Without the people, we can’t drive business and company agenda. Right?

Lauren Stephenson: So, thinking about that. So let’s be intentional around why we’re actually managing and how we’re actually going to drive that strategy, and remembering that the talent strategy goes hand in hand with the business strategy.

Lauren Stephenson: And another thing that I kind of want to talk on from a managerial standpoint, I’m going to try to be quick, is thinking about how do you continue to build an environment where you’re managing your talent, that they actually feel that they’re safe? Right? Are any of you familiar with Brene Brown? She’s like fantastic author, big – yes, yes. I got some yeses. She just released a new book called Dare to Lead. And it’s fantastic. She references Amy Edmondson, who speaks about psychological safety. And it’s a really, really, kind of, simple concept. But if you think about it at the end of the day, we all have a job. Right? And we have these fancy titles and all this, but when we come to work, and as people we want to feel safe. We want to feel like, “I can make a mistake, I can be human. And I’m not in fear of losing my job because I said or did something wrong.” 

Lauren Stephenson: Because what happens when you make a mistake, you try to cover it up, and then you have to lie, and you got to cover that lie. And you keep lying, right? And that’s what happens is your operating from fear. And so, we have to think about this as managers, we have to – are we creating and fostering an environment in which our employees feel like they can actually have an active dialogue and say, “I made a mistake.” And you’re like, “It’s all good. Let’s talk about it. And let’s figure out how to not continuously keep making mistakes.” But let’s foster an environment in which people can feel like it’s okay to be human and make a mistake, and we can work towards course correcting, and having a more open and active discussion to ensure that they always know how they’re doing. And then we course correct. And then we keep going from there.

Lauren Stephenson: It’s a pretty simple concept, but I think we lose sight of that because we’re always thinking about the big picture, and company, company, company. Come back to the basics. And then, just to switch, right? Cause I want to talk to the people who aren’t in managerial positions, cause a lot of times, people come and they’re like, “Oh, well you only work with the managers. What about me as someone whose not interested in managing? Or how do I come to my manager, when my manager is not actually putting time into me?”

Lauren Stephenson: So, the one thing that I encourage everyone else to do, as well, and all of us – right? We’re still people – is step back and check yourself. And realize that what do you want for yourself? Right? 50% of the onus is on the manager, 50% of the onus is on you. It’s a partnership. So, you need to really step back and say, “What do I enjoy doing? What motivates me? What am I passionate about.”

Lauren Stephenson: And when you start to have those conversations with yourself and you start to think about like what drives you, you can start to arrive at, “Okay, these are the things that I’m interested in.” Then start doing the research to figure out this is what I want to do. This is what I want I want to do.

Lauren Stephenson: And then be proactive in coming to your manager and saying, “Hey. This is what I’m passionate about, these are my interests.” Do those actually align with your role? Maybe you have skills that you can bring into your role. Maybe it does not. And then, that’s a time for you to say, “Maybe this is not the group or the company for me to grow within.” Right?

Lauren Stephenson: But you have to – you can’t always wait for someone to show you the way. The most valuable thing that I ever learned in my career, a quick story, I remember when I first started. I, as someone who is just an athlete, very competitive, just always like, “I did that, I did that. What’s next? Give me more.” And I would sit there and be like, “No one cares about me. Woe is me.”

Lauren Stephenson: I had to get really, really clear very quickly that no one was going to drive my career the way that I was going to drive my career. So, yes, it is up to managers to absolutely be pulling out of your talent what it is that they want to be doing. What are they good at? It is absolutely up to managers to do that. But it is also up to everyone else who is not in that role to kind of step up and say, “These are my interests,” and be vocal.

Lauren Stephenson: But then flip it back to the managers. Just because someone isn’t vocal, doesn’t mean you still don’t have to engage them. Right? We got to think about the people who are naturally more introverted. How do we foster an environment in which they feel safe? And encourage them to speak up and go for what they like.

Lauren Stephenson: And then, at the end of that, the common thread into everything is this communication. Right? We have to be communicating through the entire process when we’re thinking about how we’re actually building our performance management strategy. How we’re fostering an environment in which people feel safe, to actively be having a dialogue with each other. And then once you have that, you start to build and put a process in place in which you have an ongoing performance strategy of continuous conversation.

Lauren Stephenson: Like no one does annual reviews anymore. And if people are still doing that, please stop. It is not the way to do it. It’s not effective. Right? You wait till the end of the year, and they’re like, “Oh, here’s your review.” And you’re like, “How do you know what I did for 11 months?” Right? What about – how did you correct any mistakes I made? So, those are done. Those are a thing of the past, we don’t do those anymore. At least, we don’t do those here, within GroundTruth. Or I’m not trying to foster an environment like that, or encourage that.

Lauren Stephenson: So, why I say that is start thinking about how to have ongoing conversations around performance. If someone makes a mistake, catch it in the moment, talk about it. But make a safe zone so that they can feel like they can make a mistake. Cause that’s going to help them grow.

Lauren Stephenson: I think I did… that’s about 10 minutes?

Sarah Ohle: More or less.

Lauren Stephenson: I could keep going, but I’ll stop.

Sarah Ohle: (laughs)

Lauren Stephenson: I’ll stop there.

Sarah Ohle: I’m impressed. Thank you.

Lauren Stephenson: Sorry. Thank you so much for listening. I really appreciate it.

Sarah Ohle: All right. We have our final lightening round presentation for tonight, is Carol Chen, Senior Director of Software Engineering. I’ll just let her take it away.

Carol Chen speaking

Senior Director of Engineering Carol Chen gives a talk encouraging everyone to keep learning and growing at GroundTruth Girl Geek Dinner.

Carol Chen: Welcome, everyone. Four years ago, I went to my first Girl Geek Dinner which was at Intuit, Mountain View. So, at that time, I was thinking, “This is a great event, and I was hoping one day my own company can host one of this event.” So here we are, finally. So, I would like to start talk about my journey. How I got here.

Carol Chen: So, I was born and raised in China. I got all my education, all the ways through college in China, and I graduate and start working. And I was thinking, “I want to see the world outside.” So, that led me to Singapore, where I met my husband, got married. So, he got a job offer from United States, and we were talking and decide, “Oh, maybe we can make United States our new home.” So, 2001 we land at Bay Area. So, I can talk this topic.

Carol Chen: So, I have my Bachelor in Architecture. And when I get here, I started to check out a few architecture firm. I talk to the architect in those firm, and find out what they were doing mostly on residential expansions. So, to me, that doesn’t sounds very exciting. So I was thinking, “What should I do?” 2001, I think, some people may remember, and some people may be too young, so you don’t know. At that time, is the dot com bubble just burst. So, internet companies, a lot of them laying off, and some of the companies disappeared. But, to me, internet and computer science, that’s a exciting industry. So, I think that’s the future. And another thing is I like math, and I like using algorithms, data structure, to solve problems. So, I was thinking computer science is the area I want to try. I went back to school and got my Master in Computer Science.

Carol Chen: I was talking with some ladies during the dinner, and one of the ladies was talking about she was thinking about making a career move. So I want to talk about a few point, here. I think there’s a study shows only 27% of the college graduate work in area that directly related to their college degrees. I want to ask, how many people here are working in the area that is not directly related to your degree? Wow. Looks like the number definitely sounds true.

Carol Chen: So, what are the thing that you want to consider before you jump into a different area? I think there are two questions you want to ask yourself. What is your strengths? And what is your interest? Ideally, you can find a area where your interest is, and use your strengths. That’s ideally. But what if it’s not really something you’re really interested in? What can you do?

Carol Chen: I think, you know, there is a lot of online courses. You can learn some of the courses. You might be interested, and see if that’s something you want to do. Carol Chen: And another thing is there’s a lot of meetups if you want to get into data science. So you can probably go to some of the data science meet-up. And talk to those people who work in those area. What are the things they like about their job? And what are the things they don’t like about their jobs? And see if that’s the area you want to get into.

Carol Chen: Yeah. I think another thing is, you want to imagine yourself in that role and see is that something you want to do for the next 10, 15 years? And does that sounds like something you’re really enjoy doing? If its not, probably that’s not the area you want to get into.

Carol Chen: So, I can talk about the next thing. Before we go to what we are working on here, is after I graduate from the Master of Computer Science, I start working Software Engineering. I work in different industries, start from eCommerce, and then digital companies. And then I work in gaming a couple of years, and then land in this company where we do media and mobile advertising.

Carol Chen: So, I like software development. Then, how did I step into management? That’s probably the next question, right? I actually step into the role naturally. So, I work in one of my previous company, and my manager left. So they had been looking for outside manager to come in. During that time there’s a lot work needed to be done. So, I kind of start to take on a lot of those responsibilities. I start working with marketing, sales, and get the product requirement, and work with engineers on scheduling. And start taking on mentoring junior members, help them step up more.

Carol Chen: So, after a year, they promoted me as a manager. So during that process, I find I kind of like that role. So I liked to work with people, and I liked to get understanding of what they really want from the product. Another thing is, I like to work with engineers. I was a engineer, myself, so I know what is their frustration, and what are the thing that can help to make their work easier. And I like to talk to people and understand what is their frustration, and what can help.

Carol Chen: So I start to step into a lot of – learn a lot of the management skill and see this is something that I really enjoy to do. And looks like it is an area and I’m still learning.

Carol Chen: So, here at GroundTruth, I want to talk about a few things that we work here. So, we’re working on some really exciting technologies here. So we have a auto blueprinting tool, I think we’re using image processing to automatically find out the polygon for the store, that’s one of the things that Sarah was talking about for blueprinting the POIs. And we also had used machine learnings to find out, like users’ visitation pattern, so we can forecast if there is going to be fewer visitations to a store.

Carol Chen: We also use machine learnings to optimize the bid price so we can improve our winning rate. And here are the few applications my team work on. Ads Manager is a tool that we use to set up advertising campaigns. We have location managers, which help user to group and make use of those POIs, they can use for targeting, and drive visitation, too.

Carol Chen: We allow users to create audience, so we can find out who are the audience that going to McDonald’s. Who are the audience that go into Macy’s, so Macy’s can target those people to do their advertising. And I think we have the demo over there in one of my team members demoed the discovery, which help brand like McDonald, Macy’s, to find out their visitation pattern. So, that’s one of the project we work on, as well. We also have blueprinting tool, as well as mobile SDK, so for publishers to help understand their audience, where they’re visiting.

Carol Chen: So, I want to do a little bit advertising for my team, so take on the opportunity. I have a great engineering team. I can’t say too much good things about that – there’s some of them over there. And [inaudible], and Morgan. So, I really like my team. I have talented engineer, and they’re very passionate about the product we have. I have two front end engineers. Did I mention they are girls? They’re so passionate about the product. So, one day they come talk to me, saying, “You know, we think we need to improve our front end code, and we did it already.” And so, what can you ask for better than this kind of engineers? 

Carol Chen: And I can’t say enough about these. I have some other engineers during the weekend, whenever people have questions, to jump in and answer the questions, they’re watching out the product. That’s how passionate we are working on a project. So, yeah. That’s the place you’d really want to work at. So, that’s my presentation here. If you have any questions, I’m happy to answer. Thank you.

Sarah Ohle: So, one thing I want to add, cause Carol started by talking about how she went to her first Girl Geek dinner four years ago, and really hoped that it was something a company she worked at would have one day. It didn’t just happen, that we had one. Carol made this happen. She – yeah, so – she approached us with the Girl Geek, said it was an excellent thing. We looked into it, and she really drove this forward, so you know, thank you for bringing this to GroundTruth, Carol. That’s all.

Carol Chen: Thank you, everybody.

Sarah Ohle: We’re going to hang out a little bit, if you guys want to talk to us, ask anything else, and I also want to encourage everybody, if you’re interested in learning more about careers at GroundTruth. Obviously, we’d love to get to know you guys better, too. So, yeah. Thank you all for coming out. Thank you Girl Geek. Thank you to these women. And talk to you soon.

Our mission-aligned Girl Geek X partners are hiring!

“Using Statistics for Security: Threat Detection at Netflix”: Nicole Grinstead with Netflix (Video + Transcript)

Speakers:
Nicole Grinstead / Senior Security Software Engineer / Netflix
Angie Chang / CEO & Founder / Girl Geek X

Transcript

Angie Chang: Alright, we are live. Welcome. This is our 11:00 AM session. We have Nicole Grinstead, a senior software engineer at Netflix. A few things she’s focused on are things like corporate identity and access, applying user behavior analytics to threat detection, and user focused security. She’ll talk to us today about Netflix anomaly detection project [inaudible 00:00:44] and how it enables Netflix to find and act on high-risk corporate user behavior as threat detection is becoming increasingly valuable in today’s complicated corporate security landscape. Hand it off to you.

Nicole Grinstead: Great. Thank you. Thanks everyone for joining me virtually today, I’m really excited to be here. A huge thanks to the Girl Geek Elevate conference organizers for asking me to speak, and a huge thanks to the sponsors as well. Without further ado, I’m Nicole Grinstead and I work at Netflix as a senior security software engineer on our cloud security team, specifically on information security. Today I’ll be telling you a little bit about what we’re doing for advanced threat detection. Specifically, how we’re using statistical modeling and machine learning to detect malicious behavior.

Nicole Grinstead: Really quick, just to define user behavior analytics for everyone. Basically, what user behavior analytics are, it’s kind of the industry-wide term for what we’re doing here. It’s looking at what are users normally doing on a day-to-day basis, and then finding deviations from that normal behavior. When we see deviations from the normal behavior, they might be doing something a little different out of their ordinary, but it could also be indication that an account has been compromised, and that’s something that we as the security team want to look at. That’s kind of what it is.

Nicole Grinstead: Example, if you think about what a software engineer does, for example, on a day-to-day basis, you might look at your source code repository, you might look at some dashboards to look at your logs, some deployment tools. Then let’s say all of a sudden one day you look at an application that holds your company’s very sensitive financial data. That’s pretty weird and that’s something that we as security team might want to take a look at even though maybe you just were interested, that could also mean that someone has gained access to your credentials and is using them maliciously.

Nicole Grinstead: To give you another quick example, let’s say you’re maybe an HR or a PR employee and you spend most of your day working in documents. Let’s say we have a baseline of your normal amount of documents that you read or that you modify, and say that’s 20 on a normal day-to-day basis. If all of a sudden that shoots up and we see you downloading or touching a thousand documents, that looks pretty weird and it could look like data exfiltration. Again, that’s something that we might want to take a look at.

Nicole Grinstead: To take a quick step back why we think this is worth that kind of big investment. I mentioned at the beginning, we’re using machine learning, statistical modeling, that takes quite a bit of effort on our end. To give you some perspective, a 2017 study done by IBM security estimated that data breaches cost anywhere from around $3.6 million if a breach does not include any sensitive data, all the way to, on average, $141 million if that breach includes sensitive data.

Nicole Grinstead: These are top of mind things, data breaches have been in the news recently and it’s very costly. It can cost a company a lot of brand reputation and other very severe monetary consequences. One way that data breaches can occur are phishing attempts. This is really common. It’s estimated that on average, about one in 130 emails sent is a malicious phishing attempt, so not to say that one out of every 130 emails that makes it all the way to your inbox is a phishing email, but some of these things get pre filtered out.

Nicole Grinstead: They’re super prevalent and they’re very commonly used by organized hacker groups. About 70% of organized groups are using phishing emails as one of their modes for attack, and that’s because they’re very effective and successful. If you think back to some high profile data breaches that occurred recently, the 2016 DNC breach before the election partly was caused by a successful phishing attempt.

Nicole Grinstead: Also, the 2015 Anthem data breach, again, successful phishing attempt. Not to say that there aren’t other ways to mitigate phishing attacks and not to say that that’s the only way that accounts can be compromised or credentials can be compromised, but this is one really prevalent issue and really prevalent attack vector. Just to give you an example and demonstrate the kind of things that we are facing, the threat that we face and what we’re doing about it.

Nicole Grinstead: Basically, this is the fun part of the talk, I think. I’m going to explain at a high level what we’re doing at Netflix to detect that malicious behavior. The data is all there in our raw logs. We have SSL data of what users are logging into what applications, where they’re logging in from. We also have application specific logs, what users are doing within sensitive applications. Also Google drive data, for example, what types of actions people are doing, how many documents you’re accessing, that kind of thing. So we have all of that raw data and that’s really where we’re finding this information of where the deviations occur.

Nicole Grinstead: The first thing we do is clean that data up a bit. As you can imagine, it might not tell the full story, just one raw line and your logs. We make sure that we enhance that data and get kind of the originating IP address if, for instance, a user has come through VPN or something like that. That’s really the first step as we enhance our data, and make sure that we have everything that tells the full story about what action the user has taken.

Nicole Grinstead: Then we start to take those actions and model what their normal behavior is like. Just to give you an example of a few of the things that we think are interesting. If you think about what a user typically does, you know, they’ll come in, they might access the same types of applications, so that’s definitely one thing that we detect on is what type of applications does a user normally do versus what are they doing right now, and is that weird?

Nicole Grinstead: Another aspect is if you can think of a user probably normally logs in from the same device on the same browser. User agent is a really common thing that you can see in a log where we can tell what kind of machine they’re coming in from, and that usually doesn’t differ. Sometimes people get new machines, sometimes they upgrade their browsers, like we have some logic to dampen those upgrades or things like that. But if all of a sudden that changes, it might be a signal or an interesting thing to look at.

Nicole Grinstead: Additionally, location. People do go on vacation, but normally if you think about a user’s behavior, they’re probably either logging in from home or from their desk at work. These are all signals that we can look at and model out a user’s normal behavior and see when there’s deviations, that might be something that’s interesting to us.

Nicole Grinstead: As you can imagine then, just generating anomalies and figuring out where things are different doesn’t necessarily give us a full picture of when something is malicious or if something might be going wrong. That’s where the next step is on top of these raw anomalies that we’re generating. We apply some business logic to be a little bit smarter about what we think is important to investigate, because just seeing raw anomalies, it could be interesting but it also can be a little bit noisy. As you can imagine, people do deviate from their normal behavior sometimes.

Nicole Grinstead: This is then kind of the step where we try to figure out is that actually risky to our business if this action is occurring. As I mentioned in one of my first slides, if you think about accessing really sensitive financial data, that’s something that’s higher risk than maybe accessing our lunch menus. If I never accessed lunch menus for Netflix and then all of a sudden I do, well yes that was anomalous, but does the security team care if somebody is looking at lunch menus? No, we don’t care. There’s no sensitive data to be gleaned there and it’s not something that we want to spend our resources investigating. That’s one aspect.

Nicole Grinstead: Also, I think in all of our organizations, some users have access to more sensitive data than others. Also, if you think about executives, not only do they probably have access to more sensitive data than some other people in the organization might, but they also might be a larger target because they’re high profile and externally visible. We also kind of look at what type of user it is, and if it’s a certain type of user, they might be a little more or less risky. These are the types of things that we apply after the fact to weed out the noise a little bit and see what are the really high risk things that we should be focusing on and looking at.

Nicole Grinstead: The final step is when we’re actually going to display this to our security team of analysts. We are using Facebook’s open source technology graph QL to enhance that anomaly. [Audio drops from 12:05-00:12:44] Hey, hopefully everyone can hear me again. I’m not sure exactly what happened, dropped briefly. Okay, great. Yeah, then, that final step is where we get information from outside of just our anomaly generation and tie that up with other interesting data sources.

Nicole Grinstead: If we are looking at not just that interesting event, but then events around that. What does the user typically do, what kind of applications did they log into right before, what types of applications did they log into right after, that type of thing. Also, what organization they’re in, what type of job they do, so any other extra information, extra data that we can use to kind of enhance that and tell the whole picture of who this user is, what they typically do and why this was a weird behavior and if it’s risky.

Nicole Grinstead: That’s kind of at a high level what we’re doing. I really appreciate everyone joining today again. I think we have some time for questions.

Angie Chang: Thank you, that was excellent. Thank you for hanging on while we had minor technical difficulties. We do have some questions. First question we had from Carla is how do you handle and what steps do you take to keep it protected for a cust … How do you keep customer data protected and maybe used internally to diagnose a problem?

Nicole Grinstead: Actually, thanks a lot for the question, that’s a great question. We on the information security team are more focused on our corporate employee accounts. On the consumer facing side, if a consumer’s account is compromised, you won’t have access to intellectual property or financial data, stuff like that. On my team, that’s more explicitly what we’re focusing on with this particular project. Not to say that that’s also not a problem or an issue that we face or that we work on, but that’s not my area of expertise, I’ll say.

Angie Chang: Thank you. All right. Another question we have here is from Sukrutha, which is, how has your knowledge of security breaches and anomalies impacted your relationship with tech?

Nicole Grinstead: Yes, great question. I would say our relationship with … It definitely makes you think twice when you’re getting like a random email from someone that you’re not expecting or whatever. I’ve had a lot less, I guess base level trust in technology in general, maybe I’ll say. I shouldn’t say base level of trust, but just … I always have that hat on of someone could be doing something malicious here and there are a lot of malicious actors out there. It’s just something to be aware of.

Angie Chang: Okay. Thank you. Another question we have is how did you get into security?

Nicole Grinstead: Yes, that’s a great question. I just kind of fell into it. It was one of those things. I just started working on an identity and access project previous to Netflix when I was at Yahoo, and you just kind of ended up being a gatekeeper for sensitive information, you have to be very security aware. I just kind of found that it was super interesting being on the defending side of trying to keep things safe, so just delved in more from there.

Angie Chang: Cool. Let’s see. A question we had from Andreas is, how do you determine what a normal behavior is?

Nicole Grinstead: That’s a great question. Basically, this is where we’re using statistical modeling to build a baseline of what a user is normally doing. We’re looking at our logs and seeing these are the normal behaviors over time, and then seeing if this current action or if you can think about this current log that we’re looking at, if that deviates significantly from what a user is doing on a day-to-day basis. We’re using that log history over time to figure out what a user’s normally doing.

Angie Chang: We have a question here about, does the assignment of risk level happened manually or is it automated by machine learning system?

Nicole Grinstead: That’s automated, I wouldn’t say that it’s necessarily machine learning at that part, we’re using more just business logic to assign risk level. We know where our sensitive data is, we know which systems and which applications hold that data. For instance, one level where we say if this thing that was anomalous is a risky system, that risk level is overall little bit higher.

Angie Chang: Does the system alert you when outlier behaviors happen?

Nicole Grinstead: It does.

Angie Chang: Okay. One last question, quick question, what does working as a security engineer at Netflix like?

Nicole Grinstead: Sorry, could you repeat that? It cut out a little bit for me.

Angie Chang: How is working as a security engineer at Netflix like?

Nicole Grinstead: It’s great, it’s really rewarding. I’ll say that there’s just tons of interesting problems to solve, I think in the security space in general. More specifically at Netflix, one of the great things about the culture here is that there’s a lot of freedom to … Where we see opportunity, anyone at any level is able to call that out and drive that forward. It’s a little different from other organizations I’ve worked in where it might be a little more resource constrained and you’re kind of a little more maybe, you work a little bit more in a specific role. I’ve had the ability here to do a lot of different things that I’ve found interesting. I’d say it’s really exciting and fast-paced, fun place to work.

Angie Chang: Thank you. That’s awesome. Thank you Nicole for joining us and pulling through. We have ran out of time, but thank you so much for joining us from Netflix today and people are tweeting, so feel free to answer the tweets and we will for next week. Thank you.

Nicole Grinstead: Great. Thanks so much everyone.

Angie Chang: Bye.

“Focus On Your Story, Not The Glory”: Leah McGowen-Hare with Salesforce (Video + Transcript)

Speakers:
Leah McGowen-Hare / Senior Director, Developer Evangelism / Salesforce
Sukrutha Bhadouria / CTO & Co-Founder / Girl Geek X

Transcript:

Sukrutha Bhadouria: [inaudible] some people making popcorn and pouring the wine. While we get ready, we had a little bit of a technical difficulty, but we’re all set and ready to get started. So introducing the senior director of developer evangelism at Salesforce. She has over 20 years of experience in technology, mastering a variety of roles including consultant, developer, manager, and technical trainer. I can tell you from my own personal experience, she was the best technical trainer I had. Her career reflects the evolution of computing technology. She uses her knowledge and experience to demystify and make technology more accessible to youth, girls, communities of color, and that’s through organizations such as Black Girls Code, Technovation, Girls who Code, and Vetforce. Thank you so much for making time for us today. I can’t wait to hear what you have to share with us. So go ahead and get started.

Leah McGowen-Hare: Yes. First of all, I’m Leah and I always start with the forward looking statements. Now, I’m not sure that I’m going to be speaking about some products, but if I do, I need to cover my backside. So I want to make sure that any purchasing, implementation decisions are made based on what’s currently available, and not anything that I might speak about that’s in the future, but I really want to start with this. I want to start saying thank you. I want to thank you, Angie, I want to thank you Sukrutha for first of all, having the vision for something like this. This is amazing, and taking that vision and creating it. And I believe you guys started with like the Girl Geek Dinners 10 years ago, and now you’re revamping this. This is amazing. And you two are trailblazers, so I thank you for your vision, your tenacity, and creating this platform and allowing me to be a part of it and share my story. So thank you.

Leah McGowen-Hare: Yes. So as Sukrutha had mentioned, a lot of people know me from different things. They may know me from the classroom. Here, I’m teaching at a hands on training at Dreamforce, probably apex class. I’ve taught Visualforce classes, or you had my week long classes, learning admin tool one, or you may have seen me delivering keynotes for TDX, TrailheaDX, or doing interviews and pre-shows or the Dreamforce keynote. So I often tell people, you see my glory. People who are like, “Oh, you just sashay up there. You just get up there, and you do this,” and I go, “But what you don’t know is my story.” And everybody has a story. And I think while it’s wonderful, and it’s amazing to be on these stages, and sharing and inspiring, really knowing sort of a piece of the story behind the scenes has a lot more power from my perspective.

Leah McGowen-Hare:  I’m going to share with you very little bit about my story, and I share this because people often go, “Leah, I have questions about branding and my branding,” and I’m often like, don’t focus on your branding, focus on the value you add, and everything else will begin to fall in place. And it’s really easy to get caught up in that branding piece, particularly with social media and all of this good stuff. And I’m always like, “Well, let’s take a step back and what is your story? What are you trying to build? What is the story you’re trying to create?”

Leah McGowen-Hare: With my story, I started developing coding when I was really young. You can see my little picture. I was busting the collar up, I was very fashionable, and that’s a Commodore PET, where if you see it, there was no memory stick, there were no CDs. It was a cassette tape that you actually had to push play, and that’s how the computer started turning. That was me back in the day coding, when I was much younger, but I did not have visions of myself working at technology because, for twofold, first of all, nobody was really doing that then. It wasn’t a widely known field.

Leah McGowen-Hare: And two, it definitely was not representative of females or African American females at that matter. I was more inclined to go to, I wanted to be a dancer. I loved Fame. Probably many may not know Fame. Fame, Flashdance, I wanted to be a dancer, and Alvin Ailey, I wanted to dance. So I went off to college at UMass Amherst, and I started my career as a dance major.

Leah McGowen-Hare: And my father, who was a professor, who was just really gracious about it, he said, “Leah, you’re multifaceted, you have many gifts, many talents, and I don’t want you ignoring one completely, such as your ability to really problem solve, coding, math, and science. You have a real innate gift for that.” And I said, “Yeah, whatever, Daddy.” And I twirled away with my leg warmers and headband. But he allowed me to explore that side of me. So every summer, I would go to New York City, and I would do the whole starving artist thing. And one summer, I was there living in New York, I was a waitress, and I was working at a restaurant called Honeysuckle and there was this other waitress there.

Leah McGowen-Hare: And at that time, I’m maybe 19, 20, 21 I should be because they had alcohol, but she was working there, and she too was a starving artist and she was 30, and I thought, “Oh my goodness, this woman is 30.” And that felt ancient to me at the time. Right? And I was like, “And she’s still trying to make it? Oh no.” I went right back to school and I changed my major from dance to computer science, and I was like, “Oh no, I’m not trying to do that.” I went off, and I was grounded in computer science, and let’s see where this is going to take me. Once I graduated, I worked for a company called Andersen Consulting, which is now Accenture, and that was out in New York City, and I worked on a lot of the older systems, mainframe, batch programming. We’ll talk a little bit about that.

Leah McGowen-Hare: Then I moved from Andersen. I moved out from New York office to San Fran, and I started working for a company called Peoplesoft as a developer. And I did a lot of development there. And after doing development for a while I realized, “I’m good at this, I’m okay, I’m good.” But there was a piece missing for me, and that was the interaction with other people. I really liked interacting with people, even talking about technology. My manager, who was really nice, at the time, said, “Leah, when you’re in the office, morale goes up, but productivity goes down,” and I was like, “What?” She goes, “You get this, but I think there’s something more you can do. I think there’s something different, a different path that you should look at.” And while she wasn’t saying I didn’t want you in my group, she was just saying, “I just don’t think this is serving your innate talents well.”

Leah McGowen-Hare: She said, “What about there’s, this position, be a trainer, training developers how to code using the Peoplesoft tools.” And I was like, “Trainer? No way, that’s too close to my parents. My father’s a professor, my mother’s a teacher. I’m not trying to become my parents.” She was like, “Just give it a go and see what it’s like. Just go ahead and try it.” I went in and tried out, tried out because you actually had to do a test teach for this position, a little begrudgingly. And I did it, and I then soon quickly realized I actually loved it. It mixed the two things that I loved, which was technology and talking to people. So I was helping people understand technology, and it was almost like a game to me, like how can I explain these really complex concepts in a way that people can understand it.

Leah McGowen-Hare: From explaining things like polymorphism of objects, or being object oriented languages, how do you break that down in a way that’s consumable by those that may never have heard this before? I had room of Cobol programmers learning how to code in People code, which was object based. It was a challenge, but I was up for the challenge.  I did that. It was amazing, I traveled the world. I really stepped out on faith and was like, “Okay, I’m going to try something that I didn’t think was for me.” And it turned out it was, so much so that I went and got my masters in education and technology because I really wanted to take it a step further, and really see what are the different ways that I can help people learn very complex technological concepts. So I went off and I got my masters in that, and after I got my masters I had my company, this was while I was getting my master’s.

Leah McGowen-Hare: I was working full time in my own company, and I was a grad school student full time, and I was a single parent at the time, just doing it all, making it happen, just grinding it out. And it was an amazing time for me. It was challenging, but I really surprised myself with how I rose to the occasion.

Leah McGowen-Hare: And then I went on and came to Salesforce, and I started, at the time it was called Salesforce University, and I started training here as a developer trainer, training on Apex, Visualforce, the system admin journey helping people get sysadmin certified. It was amazing, and did that for seven years. And then in the last year, it hasn’t even been a year, but I left SFU and came over to TMP, and I was working for a organization called TPL under Lisa Marshall, and then recently, I think it’s as of August, have joined the Trailhead team, which has just been amazing. 

Leah McGowen-Hare: My story has lots of curves and turns and downward turns, upward turns. It’s just been amazing, and it’s been lots of learning that I’ve truly embraced, and I’ve just learned to be open to opportunities that I may not initially see for myself, but allowing myself to at least try and go out and take a risk. So if you notice on the slide, I have the trail still going because who knows what’s going to be next.

Leah McGowen-Hare:  I wanted to kind of hone in a little bit about, talk about my development journey going through this. So in developing, I started off in mainframe. Now I wasn’t coding in the 80s. I mean I wasn’t working full time in the eighties. I’m not that old, but when I did start, it was on mainframe, writing in Cobol, JCL, and that’s a time when customers built everything in house. They would build their own systems. You had a slew of developers, huge organizations, huge server rooms, just everything in house. Everything was custom built, and so you would go there and work on these different clients. I worked on so many different clients, modifying their information, debugging their Cobol batch programs, or if you were one of the cool kids, you got to work on the online portion called CICS, which was just the terminal online intermediate transactional system.

Leah McGowen-Hare:  I did that. And then when I moved on over to Peoplesoft, I went from mainframe technology to client server technology. And that’s when a shift started happening in the marketplace where people were beginning to not buy the software. When they buy the software, it still was on premise, meaning it was in house, all of their servers, everything they maintained from their database servers and app servers or web servers. Everything was in house. The infrastructure wasn’t that much of a shift, you still had in terms of everything was on premise, but now with client server, you have these new pieces, you had your web server, you had your app server, these other pieces that you had to integrate and work with as well. I had to learn that, that was a little bit of a shift. The big jump is when I jumped from client server into cloud computing.

Leah McGowen-Hare: And here, now it’s more subscription based model, and this is where customers are, it’s no longer on premise, it’s in the cloud, and of course, there’s some hybrid ones and things like that. But I’m talking straight cloud technology and subscription based. That was a huge jump for me from a development standpoint, and I was reflecting on that and what that looked like for me. I wanted to share what that transition was for me from moving from an on premise to a cloud based technology, particularly multitenancy, which is very different than a non multitenancy.

Leah McGowen-Hare: From on premise standpoint, when you do that, some of the costs and expenses that occur, not necessarily development, but tying capital expenses, you have a lot of things in pieces that you have to purchase from licensing fees and maintaining, and if you have your app servers, your web servers, new releases that now require new upgrades and slow product releases, things did not happen quickly ’cause, “Okay, now we got to do the product release, we have to upgrade our app server, but that isn’t compatible with this database server that might not be compatible with this web server.” So there was a lot of checks and balances that went in place across that, and it took a little bit of time. So it was also longer to proof of concepts. You couldn’t quickly and easily spin up a proof of concept like, this is what the system would look like, or here’s what the flow would look like. And slower time to market. But that was what I was used to working in.

Leah McGowen-Hare: Then, jump on over into the cloud. Here, if you look at some of the cost things, you have lower total cost of ownership because at this point, it’s subscription based And it’s interesting because I had a conversation with someone who is looking to go over from on premise to cloud, and they go, “I don’t like the fact that,” and this is a while ago. They’re like, “The cloud will have all my data, and what if I don’t like it? I’m stuck because my data stuck in the cloud.” I go, “Let’s look at this picture. What would it look like if you go with this on premise system? You’ve got to purchase all of the different hardware pieces, all of the infrastructure, everything there. Then you install the software and guess what? Now you don’t like it. Well, guess what? You’re stuck with it because you moved it into your home. You’re stuck with it. Whereas if you’re in the cloud, you can extract your data and keep it moving. It’s less baggage.”

Leah McGowen-Hare: They hadn’t thought about that perspective before, and they’re like, “Oh, that’s true.” There’s a lower barrier for entry. You can actually try, and many of you know, for those that back in the day before Trailhead, you could go and create a DE org, and go and play in the DE org, and it did not cost anything. Now with Trailhead, you can definitely get in there and start playing around and be like, “Oh, this is what it looks like. This is how I can customize it. These are the kinds of things that I’d need to know to change the process or make it more conformed to look like my processes, rapid development cycles.” And because there’s a lower barrier for entry, you have more people coming in there playing, and you don’t necessarily have to be with a company that’s using Salesforce.

Leah McGowen-Hare: You can go out there and just start learning it for yourself with Trailhead, and that creates a larger community, a larger developer community, a larger user community, so you have a larger support group. And this is a little bit more detail, but this is more personal for me, was coming from an on premise to cloud development, particularly multitenancy, it made me a better developer. Now what does that mean? So when I, on premise, from my standpoint, I have infinite resources. I can write code the way I want. If I get an infinite loop, I call the DBA and be like, “Oops, did something, can you kill that for me?” And for those out there that know SQL, there’s this thing called SELECT *, where you select every single field that you want.

Leah McGowen-Hare: And then, I admit I’ve done this in the past, long time ago, where I would say SELECT * and it pull in 500 fields into memory, and then I may only end up using five or 10. Now that’s not being very efficient. Well, when I’m developing here on the platform, I have to be very explicit about the fields that I want. There is no SELECT * in your sock or SQL statements. You must select the particular fields that you have to explicitly state the fields that you want, which causes you to be very mindful about how you develop your code. So it makes you think through things in a more efficient way. You use your memory space. You use as much or as little as you need, but you’re a green coder.

Leah McGowen-Hare: You’re not wasteful with that virtual shared memory space because for anybody who knows works in Apex, all of our code runs in the same memory space, hence the reason we place limits so that everybody has equal performance, so I can’t go in there and create an infinite loop because it would impact somebody else’s performance, and those safeguards are to ensure that everybody is getting good performance. So, really changing my mindset when I moved from an on premise to a cloud development really shifted a lot of the different ways that I thought, and that was just one of the examples. But I know we’re short on time, and I just wanted to sort of talk about, you’ve seen some part of my story, and then I wanted to kind of hone in a little bit more detailed, and see what my development story looked like because I know they wanted, Angie requested something a little bit more technical. And at this point I would, Angie and Sukrutha, if you guys are open to question and answers.

Sukrutha Bhadouria: Yeah. So like you said, we want to be a little bit mindful of the next session that’s going to be happening soon, but we’re sorry for the minor technicality that we had at the start. This was such an informative session, and Leah, you’re such an inspiration. Thank you so much. The questions that we’re getting, we’ll have them answered via Twitter with the Hashtag. So use the hashtag, everyone, GirlGeekXElevate, and we’ll get you all the answers that you need. And seeing so many amazing comments like, “Leah, you’re the real deal! Such an inspiration!” And other amazing comments like, “I remember you in that gown at Dreamforce.”

Leah McGowen-Hare: It was a great time. It was a good time. This is an amazing community. I have never come across anything like what I see with the Salesforce community. It really is a reflection of all that is good and inspirational.

Sukrutha Bhadouria: Yes. So thank you. With that, thank you so much, Leah.

Leah McGowen-Hare: You’re welcome. Thank you for having me.

Sukrutha Bhadouria: Thank you.

Leah McGowen-Hare: Okay.

Sukrutha Bhadouria: Bye.

Leah McGowen-Hare: Bye.