Alpha Trader
GPT-Powered Trading Strategy Builder
Project Overview
Alpha Trader is a sophisticated trading system that combines artificial intelligence, market data analysis, and automated trading strategies to provide intelligent trading recommendations. The system integrates multiple components to create a comprehensive trading solution.
Core Components
Data Collection & Storage Service
- Collects real-time market data from MetaTrader5
- Gathers financial news from NewsAPI
- Stores data in MongoDB with efficient deduplication
- Provides RESTful API endpoints for data access
Strategy Builder Service
- Create, manage, and execute custom trading strategies
- Support for price-based, news-based, and hybrid strategies
- Scheduled execution at specific intervals
- AI-powered analysis of market conditions
GPT Integration
- Leverages GPT models for strategy creation and optimization
- Natural language processing for market sentiment analysis
- Automated generation of trading signals based on data analysis
Backtesting Engine
- Test strategies against historical data
- Performance metrics and visualization
- Risk assessment and optimization
Technical Implementation
Technology Stack
Interested in a Similar Solution?
I can help you build a custom AI-powered trading platform tailored to your specific needs and market focus.
Get in Touch