CryptoSage AI 🚀

An AI-powered cryptocurrency portfolio management and automated trading platform.

Overview

CryptoSage combines artificial intelligence, blockchain technology, and optimization algorithms to provide a next-generation financial portfolio management and trading system. The platform leverages LSTM-based predictions, MetaMask integration, and automated blockchain trading to deliver personalized investment solutions.

Features

• AI-Powered Market Predictions: Advanced LSTM models for accurate cryptocurrency market trend analysis
• MetaMask Integration: Secure wallet connection and portfolio tracking
• Automated Trading: AI-driven trade execution via smart contracts
• Portfolio Management: Personalized investment suggestions based on user profiles
• Real-time Analytics: Continuous market monitoring and portfolio performance tracking

Tech Stack

Frontend

• Framework: Next.js
• Language: TypeScript
• State Management: Redux
• Blockchain Integration: ethers.js / Web3.js

Backend

• Framework: Django
• Language: Python
• Database: PostgreSQL
• Authentication: JWT

AI & Blockchain

• Machine Learning: LSTM Neural Networks
• Smart Contracts: Solidity
• Oracle Integration: Chainlink
• DEX Integration: Uniswap

Getting Started

Prerequisites

• Node.js (v16 or higher)
• Python 3.8+
• PostgreSQL
• MetaMask wallet
• Git

Installation

1. Clone the repository

git clone https://github.com/BaibhavSureka/CryptoSage-AI.git
cd cryptosage

2. Install frontend dependencies

cd cryptosage
npm install

3. Install backend dependencies

cd backend
python -m venv venv
source venv/bin/activate  # On Windows: .\venv\Scripts\activate
pip install -r requirements.txt

4. Run migrations

python manage.py migrate

Running the Application

1. Start the backend server

python manage.py runserver

2. Start the frontend development server

npm run dev

Architecture

AI Component

• Data collection from multiple cryptocurrency APIs
• LSTM model training and prediction pipeline
• Real-time market analysis and signal generation

Blockchain Integration

• MetaMask wallet connection
• Smart contract deployment and interaction
• Automated trade execution via DEX protocols

Portfolio Management

• User profile creation and risk assessment
• Asset classification and portfolio optimization
• Automated rebalancing suggestions

Security Features

• JWT-based authentication
• Secure wallet integration
• Encrypted data storage
• Smart contract auditing

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/AmazingFeature)
3. Commit your changes (git commit -m 'Add some AmazingFeature')
4. Push to the branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

License

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