Winnie: AI Stylist & Closet

Log your closet
Live AI assistant to enter new items automatically
Virtual try-on
Live AI assistant with audio and video
Get suggestions
App icon
Unedited app screenshot 1
Unedited app screenshot 2

Inspiration

My family runs a secondhand clothing store, which made me think a lot about how little we actually know about what we wear. I wanted to build something like Spotify for your closet.

What it does

Winnie is a live AI wardrobe assistant. You can talk to it to browse your closet, add clothes seamlessly, get outfit and shopping suggestions, virtually try on pieces, and save things to your wishlist.

How we built it

Winnie is built with React Native and Expo, with Supabase for data and RevenueCat powering Winnie Pro subscriptions and paywalls.

Challenges we ran into

Technically, this was probably the hardest project I've ever worked on. Building a live assistant meant constantly balancing deterministic behavior with the spontaneity of an AI conversation. I also learned a huge amount about phone hardware, audio and video encoding, and real-time media.

Accomplishments that we're proud of

Building a working conversational wardrobe assistant that can actually interact with your closet, not just chat about it.

What we learned

I learned a lot about building real-time AI experiences, especially how much complexity sits behind making something feel simple and natural to the user.