I'm a UX leader, product researcher & AI builder

I help teams work at AI speed without shipping AI slop.

REDESIGNING HOW TEAMS BUILD

When anyone can build with AI, design has to scale beyond the design team. I reshape how product, engineering and design work together. PMs and engineers build directly with AI agents, designers ship production code, and design becomes the support and checkpoint that keeps every release on track.

RESEARCH YOU CAN BUILD ON

AI makes building cheap, which makes building the wrong thing cheap too. You still have to know who is on the other side of the screen. I give product teams AI-enabled customer discovery and usability testing on working prototypes and live UI, so they validate early instead of after clients find the gaps.

DESIGN SYSTEMS WITH JUDGMENT

A design system isn't just a library for designers anymore. It's context for AI agents. I build agent-ready systems that teach agents not just what a component looks like, but when and why to use it, so good design decisions show up in every build.

QUALITY YOU CAN MEASURE

Teams should see risk early, while it's still cheap to fix. I create UX health metrics that measure usability, accessibility, research coverage and how well change is managed, and follow each feature from wireframe to release. AI does the heavy lifting on each review, and a person makes the final call, so the numbers stay trustworthy.