AI/MLLive
AI-Powered Trading Bot
Intelligent trading bot using machine learning for market analysis and automated trading strategies
2024
Project Overview
An advanced AI trading system that uses machine learning algorithms to analyze market patterns and execute profitable trading strategies across multiple cryptocurrency exchanges.
Technologies Used
Python
Core trading logic and ML algorithms
TensorFlow
Deep learning model development
Pandas
Data analysis and manipulation
Redis
Real-time data caching
PostgreSQL
Trading data storage
Docker
Containerized deployment
Key Features
Multi-exchange trading support
Real-time market sentiment analysis
Risk management and stop-loss automation
Portfolio optimization algorithms
Backtesting and strategy validation
Performance analytics dashboard
Development Process
1
Data Collection
Gathered historical market data from multiple sources
2
Model Development
Built and trained ML models for price prediction
3
Strategy Implementation
Developed trading strategies and risk management
4
Exchange Integration
Connected to major cryptocurrency exchanges
5
Live Trading
Deployed bot with real-time monitoring
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