FitSync - Holistic Fitness Synchronization Platform

FitSync is a comprehensive ecosystem designed to bridge the gap between workout tracking, nutrition management, and personalized health insights. By integrating a responsive web dashboard, a cross-platform mobile application, and an advanced AI engine, FitSync provides users with a seamless and intelligent fitness experience.

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🚀 Key Features

• Cross-Platform Mobile App: Native experience on iOS and Android for on-the-go tracking.
• Web Dashboard: Detailed analytics and management portal for users and admins.
• AI-Driven Insights:
  • Workout Recommendations: Personalized routines based on goals and user history.
  • Dietary Analysis: Food clustering and calorie estimation.
  • Health Monitoring: Heart beat analysis and trend prediction.
• Real-Time Synchronization: Seamless data sync between mobile and web platforms.
• Social Integration: Community features and easy sharing.

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🏗 System Architecture

FitSync operates on a modern full-stack architecture:

• Frontend (Web): React.js
• Mobile: Flutter (Dart)
• Backend: Node.js & Express.js
• Database: MongoDB
• AI Engine: Python (FastAPI)

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🛠 Technology Stack

Mobile (/Mobile)

• Framework: Flutter
• State Management: Bloc / Cubit
• Auth: Firebase & Google Sign-In
• Integration: Health Connect

Frontend (/Front-End)

• Framework: React.js
• Charts: ApexCharts, Chart.js
• Icons: FontAwesome
• State: Context API / Local State

Backend (/Back-End)

• Runtime: Node.js
• Framework: Express.js
• Security: Passport.js, JWT, Helmet
• Storage: Cloudinary (Images), MongoDB (Data)

AI Service (/Ai)

• Framework: FastAPI
• ML Libraries: Scikit-learn, Pandas, NumPy
• Models: Custom clustering and regression models

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📂 Project Structure

FitSync/
├── Ai/                 # Python AI Service & Notebooks
│   ├── api/            # FastAPI Application
│   ├── data/           # Training Datasets
│   └── models/         # Serialized ML Models
├── Back-End/           # Node.js API Server
│   ├── config/         # Environment Config
│   ├── controllers/    # Request Handlers
│   ├── models/         # Database Schemas
│   └── routes/         # API Endpoints
├── Front-End/          # React Web App
│   └── fitsync/        # Source Code
└── Mobile/             # Flutter App
    └── fitsync/        # Source Code

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🏁 Getting Started

Prerequisites

• Node.js (v18+)
• Python (v3.9+)
• Flutter SDK (v3.16+)
• MongoDB Instance

Installation

1. Clone the Repository

   git clone https://github.com/yourusername/FitSync.git
   cd FitSync

2. Setup Backend

   cd Back-End
   npm install
   # Configure .env file
   npm start

3. Setup AI Service

   cd ../Ai/api
   pip install -r requirements.txt
   uvicorn main:app --reload

4. Setup Frontend

   cd ../../Front-End/fitsync
   npm install
   npm start

5. Setup Mobile

   cd ../../Mobile/fitsync
   flutter pub get
   flutter run

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Credits

This project was proudly created by Tech Dragons 🐲.

📄 License

This project is licensed under the MIT License. See the LICENSE file for details.