React NativeFirebaseTensorFlow Lite

Mobile Fitness App

Personalized workout tracking with AI-powered form correction and nutrition planning.

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Overview

Mobile Fitness App provides real-time feedback using AI-based pose estimation. It generates personalized workout and meal plans while syncing with wearable devices for detailed performance analytics.

Challenges

Running AI models efficiently on mobile devices

Providing accurate feedback in offline mode

Solutions

Optimized ML models with TensorFlow Lite quantization

Implemented local-first architecture with background sync

Tech Stack

React NativeTypeScriptFirebaseTensorFlow LiteNode.jsAWS S3

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