MVP Development · Medical AI
A team of data scientists had a working AI model but no product. I ran stakeholder workshops to define users, personas, and MVP scope, then designed the full UX framework — from user flows to a clickable prototype — with usability and compliance considerations embedded from the start. The result: a research concept transformed into a pilot-ready, regulation-conscious medical product.