Designing at the intersection of human experience and AI-native interaction. From launching MongoDB Atlas's first code playground to leading research on how LLMs are changing user expectations, I translate emerging paradigms into product experiences that ship. I prototype in code — using Claude Code, Cursor, and Lovable — in client work and personal projects alike.