AllMobileMLHealthTech
BioJolie — AI Skincare App
BioJolie is a skincare mobile app that uses AI-driven facial image analysis to assess skin condition and recommend personalized products and routines. The MVP was developed end-to-end from concept, with a roadmap toward a full release.
Duration
3 weeks
Team Size
Solo project
Role
Full-stack Developer
Technologies Used
React NativeNode.jsPythonComputer VisionMachine Learning
Key Features
- AI facial image analysis
- Skin-type and condition detection
- Personalized product recommendations
- Routine builder and progress tracking
- In-app assistant/chat experience
Challenges
- Ensuring consistent results across varied lighting and camera quality
- Maintaining privacy-friendly handling of sensitive imagery
- Building an MVP fast without sacrificing UX quality
Solutions
- Used robust pre-processing and inference pipeline to normalize images
- Designed privacy-aware data flows and minimized image retention
- Implemented a scalable architecture to evolve from MVP to full product
Results & Achievements
Delivered MVP from concept to functional product
Established a foundation for full release iteration