Projects
- 2026
Broadly and Persistently Beneficial Models
Reinforcement learning research on alignment that generalizes across domains and persists under adversarial pressure.
- 2026
HealthBench Professional
A physician-designed benchmark for evaluating language models on realistic clinical conversations.
- 2022–2025
Tesla Full Self-Driving
Computer-vision research and model post-training for production autonomous-driving systems.
- 2017–2021
Representation Learning for Recommender Systems
Research on joint representation learning and pairwise ranking for implicit-feedback recommendation.
- 2016–2017
TFFM and Exponential Machines
Open-source and research work on efficient arbitrary-order feature interactions using tensor methods.
- 2014–2016
Kaggle Competition Portfolio
Competition machine learning across malware classification, search relevance, product classification, and science QA.