Art direction
Choose a preset to explore the existing visual assets.
Compare visual examples
Illustrative comparison of separate project assets; not a before-and-after transformation.
From upload to result
01 / Frontend
Choose an image and transformation
Next.js interface with photo uploads, transformation options and a results panel.
02 / Backend
Authenticate, validate and process
FastAPI services manage user access, image operations, quotas and subscription workflows.
03 / Return
Review the generated result
The full application calls its configured AI provider. This portfolio walkthrough makes no provider requests.