I use AI to move teams from rough ideas to working prototypes faster, and help them build that capability themselves.
Applied AI is most useful when it turns uncertainty into something teams can see, test, and discuss. I use AI-assisted workflows to explore product concepts, map user flows, generate interface directions, and build lightweight prototypes, without replacing the judgment, craft, and strategy that make the work useful. When teams want to build this capability in-house, I also run hands-on training and advisory to help them adopt AI workflows with confidence.

Validating and building a browser-based Microcosm editor using AI product discovery, Claude Code, Cursor, and Figma.











