I design AI-native
products for complex,
regulated systems.

Rebuilt a decade-old open-source research technique into a working, self-hosted product for investigative journalists — one that finds documents about a topic using AI similarity search, including the ones a keyword search would completely miss.

Consolidated a fragmented health-tracking routine — smart scale, wearable, and progress photos — into one silent system. No new habits, no new apps to check: the tools I already used just started talking to each other.

Drove 70% adoption of a net-new enterprise AI product. Partnered with the MIT AI Accelerator to design human-in-the-loop writing workflows now used across 16+ product teams.

Forward-deployed to operators to stabilize mission-critical software. Redesigned case management workflows that cut per-case reporting overhead by 90+ minutes — then led policy revisions to standardize the change.

Led end-to-end product design across multiple pre-Series A teams. Delivered compliance-adjacent tooling and investor-facing materials that contributed to successful fundraising outcomes.