AiFi: AI-Based Fitness Mobile App

AiFi is a personalized AI-driven fitness mobile application,Built with cutting-edge machine learning and user-centric design.

New Features (active)

• Quick Add for Regular Foods Create a feature where users can save frequently consumed meals for faster logging. Example: "Save this as 'My Morning Smoothie' for quick logging."

• Food Swap Suggestions When a user logs a high-calorie food, suggest healthier alternatives. Example: "Instead of a burger, try a grilled chicken sandwich to save 200 calories."

• Calorie Goal Adjustments for Special Days Allow users to adjust calorie goals for special occasions or cheat days. Provide a "recovery plan" for balancing out higher intake.

  more...

---

Features

💡 Algorithm:

• ML algorithms like Random Forest and KNN,Hybrid recommendation system,Isolation Forest (anomaly detection).

📊 Activity Tracking

Calorie, Sleep, Steps, Workout, Water intake Tracking:

• Monitor daily calorie consumption and hydration levels.
• Step and sleep tracking using sensors for real-time insights.
• Comprehensive activity insights to understand your daily patterns.

🏋️‍♂️ Exercise Guide:

• Access a detailed exercise database with step-by-step instructions.
• Playlist & Workout Plan: Create custom workout playlists. Generate workout plans based on user preferences.
• Start workouts with personalized session durations and rest intervals.

🍴 Ai generated meal plans and fitness challenges

• AI-driven meal suggestions tailored to user preferences, dietary goals, and fitness targets.

📺 Aifi TV

• Explore curated content to enhance fitness knowledge and motivation.

📈 Progress Tracker:

• Visualize progress through charts and analytics.

⏳ Fasting Feature

• Support for tracking fasting periods to align with health goals.

🤖 Ai Chatbot:

• Interact with an intelligent chatbot for fitness tips, motivation, and assistance.

🧑‍💼 Personal coach:

• Connect with a personal coach and engage in real-time chats for personalized guidance.

🌐 Social Media Features:

• Add friends,create posts, comment, like, and share content to stay connected.

🔍 User Activity Insights:

• Get detailed insights into your fitness journey to stay on track.

🔔 Notifications

• Stay motivated with personalized notifications powered by algorithms (Isolation Forest Algorithm).

💡 Tech Stack

Backend

• Python: For building machine learning models.
• FastAPI: Lightweight and high-performance API framework for serving ML-based recommendations.
• Node.js with Express.js: For managing server-side operations and additional API endpoints.
• Socket.IO: For real-time communication (e.g., live chat).
• Redis: Used for caching, session management, and efficient message queuing.

Frontend

• React Native (Expo/ts): For building a cross-platform mobile app.

State Management

• Redux Toolkit: For managing global state seamlessly.
• Redux TanStack Query: To handle server state and API integrations efficiently.

Database

• MongoDB: For storing user data, activity logs, and app configurations.

Scheduling

• Node Cron Job: Automates recurring tasks, such as sending notifications and generating reports.

Full Demo Watch the demo video 👇