Case Studies

Built a gamified PM learning game from scratch with AI in two weeks, shipping 18 levels, 8 story scenes, and instrumented analytics that surfaced a specific onboarding bottleneck in week one.

Turned 6 years of fragmented feedback into a shipped cross-tool workflow used by ~2,000+ Wikimedia Commons editors.