Dr. Shelby Heinecke leads an AI Research team at Salesforce. Her team focuses on applied and fundamental research in emerging directions of AI including autonomous agents, on-device AI, LLMs, and beyond. Shelby earned her Ph.D. in Mathematics from University of Illinois at Chicago, specializing in machine learning theory. She also holds an M.S. in Mathematics from Northwestern and a B.S. in Mathematics from MIT.
VIDEOS
VIDEO
LLM-Powered Agents: The Next Frontier in GenAI
In this ELEVATE session, Shelby Heinecke (Senior AI Research Manager, Salesforce) reviews how large language models (LLMs) work and what they can do. Then she shares a breakdown of LLM-powered agent, from the role of LLMs, memory, tools. Finally, she talks about how to build agents and the latest research.
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VIDEO
Girl Geek X MosaicML Lightning Talks
Over 120 girl geeks joined networking and lightning talks from women working in machine learning at @mosaicml6047, Meta AI, Atomwise, Salesforce Research, OpenAI, Amazon, and Hala Systems.
Speakers discuss efficient machine learning training with MosaicML, reinforcement learning, ML-based drug discovery with AtomNet, evaluating recommendation robustness with RGRecSys, turning generative models into products at OpenAI, seeking the bigger picture at AWS, and building high performance diverse teams.
This sold-out Girl Geek X Dinner was recorded on May 12, 2022 at MosaicML's Palo Alto office in Playground Global. MosaicML is hiring!
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