ForexAcuity Analytics
Real-time forex analytics dashboard with MT5 integration, WebSocket architecture, and subscription payments.
Technology Stack
Overview
A comprehensive forex trading analytics platform providing real-time market data, technical analysis, and pattern recognition. Built to handle high-frequency data streams and deliver actionable trading insights.
Key Highlights
- Sub-second real-time data updates
- Asian Fractal pattern detection
- Multi-timeframe EMA analysis
- Stripe subscription payments
Challenges & Solutions
Real-time Data Sync
Sub-second updates across multiple currency pairs without overwhelming client or server.
WebSocket connections with intelligent throttling, Redis caching, and connection pooling for concurrent users.
Pattern Recognition
Reliable detection of Asian Fractal patterns and technical formations in noisy data.
Custom algorithms with configurable sensitivity, validated through backtesting against historical data.
Scalable Architecture
Handling multiple users and high-frequency data without performance degradation.
Microservices architecture with separate ingestion, processing, and client communication layers.
What I Learned
- Real-time systems demand careful data flow design
- WebSocket connections need robust reconnection logic
- Financial data requires high precision in calculations
- Caching strategies are essential for high-frequency data