AI engineer and founder. Research at Stanford GSB VCI, MSc at London Business School.
I build AI tools and the checks that keep them useful. At Stanford, my research automation cut per-study processing from a week to ten minutes.
Founded MedAI, clinical decision-support software used across ten clinics, acquired by MamaDoc in 2026. Now building PrepKoi, with AI feedback on language-exam speaking and writing.
100+ merged pull requests, including ccxt, QuantConnect Lean, QuantLib, NautilusTrader and Apache Arrow.
- Do-Not-Answer: an LLM safeguard evaluation with adversarial tests. Listed as an external evaluation in the UK AI Security Institute's inspect_evals.
- Filing analyst: a LangGraph agent that checks extracted figures against source quotes and pauses for human review.
- Disagreement Without a Price: my research on how mutual funds value the same private companies differently, using public SEC filings.





