I bridge product, data, and AI to turn complex systems into experiences people actually love.
I'm a Principal Applied Scientist at Amazon, building search, recommendation, and agentic conversational AI systems for Fire TV. I hold a PhD in Applied Mathematics from UCLA.
I spend my time:
Reach me at [email protected] or on LinkedIn.
2025 · Bi-NAS: Towards Effective and Personalized Explanation for Recommender Systems via Bi-Level Neural Architecture Search
2016 · ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates
2015 · Sparse Kernel Learning-based Feature Selection for Anomaly Detection