Eight years of shipping ML.
Now it runs itself.

3D CT imaging model for early-stage lung cancer diagnosis. Achieved +1% AUC improvement over the clinical baseline, clearing FDA regulatory review and entering production across US health systems.

Transformer-based pipeline for automated vehicle damage classification and cost estimation from images and documents. Replaced a manual workflow that was at risk of being lost to a key client, retaining nearly half of Tractable's ARR.

AI orchestration architecture that coordinates multiple LLM agents to autonomously plan, implement, review, and ship code changes. Frontier research meeting production deployment at one of YC's leading AI coding companies.

End-to-end personalized item recommendation system for mobile gaming at scale. Built candidate generation, ranking, and serving infrastructure from scratch, achieving measurable lift across Scopely's multi-million player base.

Built a text-to-3D generation system combining Stable Diffusion with NeRF (Neural Radiance Fields) for consumer-facing 3D asset creation. Launched independently via Entrepreneur First, reaching 1,000 monthly active users at launch.