Projects
Servicing edge cases for an 11M-card Discover network migration.
Triage-first membership ops where AI ranks and humans decide.
Payment patterns and Liquid Glass adoption across a segmented org.
A security flow cut from five taps to three for 75K daily users.
A 14-page editorial on Georgia Tech's Brittain Dining Hall.
Experience
AI
I don't treat AI as a bolt-on. I use it to shorten the path from idea to working version, and to design the human-in-the-loop moments where people and models meet. Lately I've been thinking about AI-native design systems, and what context components need to hold for a team to design harmonious experiences when so much of the work is now generated.
My current stack and flow (for the past month or so):
Also exploring · Replit · Lovable