Evidence
Interface & evidence
A real surface area—not a mock. Scroll the story below for constraint, build, and outcome.

Story arc
How this shipped
Where I learned to build at scale and lead teamsThree beats: what pressed against the work, how the stack answered, and what changed once it was live.
I · Constraint
The brief
Creating a wellness app that feels supportive rather than clinical, with AI that understands emotional context.
II · Build
The craft
Designed calming UI with soft color transitions and empathetic micro-interactions. Built AI features that respond to mood patterns over time, offering personalized suggestions rather than generic advice.
III · Proof
What moved after launch
Warm design reduces app anxiety. AI personalization improves recommendation relevance. Part of Flo Labs wellness-focused product line.
Inventory