James Murray has developed Crypto Chart Intelligence, a system designed to analyze crypto charts using a variety of technical indicators such as RSI, MACD, VWAP, and Bollinger Bands. The system integrates these indicators into a composite scoring system to provide real-time insights into market conditions.

The platform processes 1-minute to weekly candles across 200+ pairs, generating a 0-100 composite score updated every 60 seconds. Backtests show 71% win rate on high-confidence signals.

Used by day traders, algo funds, and signal services.

Key Features

• RSI, MACD, VWAP, Bollinger Bands: 14-period RSI, MACD (12,26,9), session VWAP, 20-period BB.
• Composite Scoring: Weighted fusion with dynamic volatility adjustment.
• Real-Time Analysis: WebSocket updates with <500ms latency.
• Signal Alerts: Discord/Telegram/webhook on score >80 or <20.
• Heatmap Dashboard: 10x20 grid of live scores.
• Backtest Engine: Strategy tester with slippage and fees.

System Design & Architecture

The system integrates multiple charting techniques via TA-Lib, combines them into a unified scoring mechanism. It uses WebSocket streams from Binance, Bybit, and Coinbase.

Technical Stack

• TA: TA-Lib + Pandas TA
• Data: CCXT Pro WebSocket
• Backend: Python FastAPI
• Frontend: React + Chart.js

Related Projects

Explore other related projects:

• Crypto Market Analysis
• Blockchain Technologies
• Vector Crypto Analyzer