Product designer and frontend engineer. Healthcare at scale, now agentic AI.
Twenty four components for agent interfaces: streaming composer, reasoning, tool calls, approval gates. All interactive, one file, no dependencies.

Three record systems merged into one portal for 250,000 patients, mid-migration.

796 hospital sites into one platform, with real appointment booking.
Live execution interface for long running job application agents, with human approval before anything is sent.

Plain questions to generated queries, returned as tables, charts or prose. Grew past 100 paying customers.

Mentorship matching, taken end to end from twelve interviews to a working prototype.

Student resources made findable, co-designed with sixteen students.

Long podcasts made searchable, with clips, in-episode search and topic segments.

Research into where the service broke down, and what to change first.

What the password sharing crackdown did to personalisation and viewing.