Most of my work sits where product complexity meets real risk — money, trust, decisions people can't easily take back. Enterprise software, fintech, DeFi. The kind of place where a confusing screen isn't just annoying, it costs someone something.
Lately that means AI product experiences — smart defaults, suggestion surfaces, and human-in-the-loop controls that let people accept, edit, or reject what a model proposes without losing the thread. The point is keeping users in control, not handing them the wheel of a black box.
I've shipped at scale: a social platform that passed 5M users in under a year, a DeFi product routing $500B+ in swaps for millions of users, and an enterprise email marketing platform where the AI features I designed shipped to production. I also write front-end (React, TypeScript), so I prototype real interactions and hand engineering something they can build from.