2025 — Present
EigenTorch
A machine learning framework written from scratch in C++, built to be fast enough to make predictions on market data as it ticks in.
Projects
Selected work.
2025 — 2026
Order Flow Imbalance and Price Formation
A paper asking how much of a stock's price movement is explained simply by the imbalance between buy and sell orders. Across 24 million quotes, the answer is about half. There maybe some non-linear dynamics better captured by modern ensemble methods.
Also
2026Trading at the CloseA model that predicts where a stock moves in the final minutes of the trading day, and keeps learning from its own mistakes while it runs.→2026CropCastTell it your crop and the date, and it predicts your end-of-season yield two to three months early. Third place at the UW × Databricks Hackathon.→2025AutoOSFive AI agents that read a hardware spec and write the operating system for it — kernel config, drivers, and board support.→