I lead complex products from ambiguity to adoption.
- Hands-on builder with experience across fintech, AI, and developer platforms.
- At Raintree Technology (opens in a new tab), I operate BetterOff and publish open-source tools.
Selected work
BetterOffYour financial life in one private view. (opens in a new tab)Open-source toolsAgent context and interface tools. (opens in a new tab)
Read PolicyStrata (opens in a new tab)IEEE ISSRE 2026 Industry Track talk (opens in a new tab)PolicyStrataTests policy drift across LLM data agents.Available onPyPInpm