Upload a selfie and receive an AI-powered attractiveness rating with detailed improvement suggestions across facial features.
Reference app: Umax – Become Hot — a viral AI beauty scanner with massive Gen Z traction.
What to build: A mobile app that analyzes a user's selfie using AI and returns a "looks score" with breakdowns by symmetry, feature proportions, and style. Include actionable improvement tips (haircut, skincare, fitness).
Key features:
Reference apps: Umax, Bloater AI, Glam Up, UCHAD, Debloat AI
Scoring focus: AI integration, score UI design, and recommendation quality.
Using our starter template? Please star the repository on GitHub! We actively prioritize grading submissions from developers who support the open-source templates.
Reviewed in this order — nail the top items first.
Screenshots
First impression of your UI — clear, polished screens of all major flows.
Loom walkthrough
A quick intro and full app demo showing it working end-to-end.
AI logs
Your AI-assisted development process — quality of prompts and iterations.
Code quality
Clean architecture, sensible structure, readable code.
Reflection
Honest write-up of what was easy, difficult, and what you'd change.
