React Native Developer Needed — Convert Web App to Mobile App with TensorFlow Lite Pose Detection
Budget: -
HOURLY / PART_TIME
⭐ 0.00 (0)
United States
react-native, android, ios, mobile-app-development, tensorflow, android-app-development, java, artificial-intelligence, user-authentication, ios-development
I have a fully functioning web app called DG Pocket Coach — an AI-powered disc golf form analysis app. It uses real-time pose detection via MoveNet (currently web-based using TensorFlow.js) to analyze a user's disc golf form through their camera, score it, and provide AI-generated coaching feedback.
The web app is already built and live. I need a React Native mobile app built for iOS and Android that replicates this experience natively, using the existing GitHub and Supabase backend.
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What needs to be built
- Rebuild the full UI in React Native (Expo preferred) matching the existing web app screens
- Implement MoveNet pose detection using TensorFlow Lite for real-time camera-based form analysis
- Connect to the existing Supabase backend (authentication, database, subscriptions all already in place)
- Maintain existing AI coaching feedback integration (API-based, already working)
- Native camera integration for live pose detection during form recording
- App Store (iOS) and Google Play (Android) ready build
Code pushed to GitHub in a clean, maintainable structure
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Required skills and experience
- Strong React Native experience with shipped apps in both App Store and Google Play
- Hands-on experience with TensorFlow Lite on mobile — pose detection or similar AI/ML models preferred
- Experience with Supabase (auth, database, storage)
- Native camera integration in React Native
- Comfortable working from an existing web app as reference — no design work required, just recreating in mobile
- Expo experience preferred
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Important questions to answer in your proposal:
1. Have you worked with TensorFlow Lite for pose detection or body tracking on mobile before? Please describe the project.
2. How would you approach converting MoveNet from TensorFlow.js (web) to TensorFlow Lite (mobile)?
3. Have you previously submitted apps to both the Apple App Store and Google Play?
4. What is your estimated timeline and cost for a project like this?
5. Can you share examples of React Native apps you've built and shipped?
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