UC Berkeley — Economics & Data Science, Dec 2026. I build trading systems, data pipelines, and tools that measure what models actually cost.
- Incurra — AI for commercial-auto claims reconciliation. Reads adjuster notes on open claims and flags the ones where a documented fact isn't reflected in the carried reserve.
- breakouts.trade — a study tool for breakout trading, built on a systematic channel-breakout engine with a live Interactive Brokers execution bot.
- Market Open Momentum — deterministic intraday momentum strategy on leveraged ETFs, with a backtest engine and reproducibility diagnostics.
- LLM Energy Benchmark — measurement pipeline over 20,709 LLM API calls. Reported a null result rather than the efficiency finding the numbers appeared to support.



