Kat is an Applied Scientist on the Amazon Music Machine Learning team. She works on music recommendation and personalization, and is interested in ways to apply deep learning to personalization problems with complex data sources. She started at Amazon Music a year and half ago, after finishing her Ph.D. at UC San Diego in 2016. Her Ph.D. thesis was on machine learning approaches to physical activity recognition from wearable sensor data.