Help clients see what they are buying.

The problem

Fabric swatches do not help every prospect imagine a finished custom garment on themselves. That uncertainty makes a consultative sale harder.

My contribution

I selected the sales problem, designed the customer workflow, and built the application with AI coding tools. I owned integration, debugging, and verification.

Decisions that mattered

1. Use a style profile and client photo to make the output personally relevant.
2. Connect a React and TypeScript interface to an Express backend and the Gemini API.
3. Treat generated imagery as a sales illustration; it is not a verified pattern, fit prediction, or manufacturing specification.

What changed

The lookbook became a primary tool in the clothing sales process. Clients could discuss concrete visual options instead of relying only on swatches.