Crypto Market Scanner & Real-Time Alert System
I built this automated market scanner to solve a simple problem: monitoring dozens of crypto pairs simultaneously without staring at charts all day. The system runs 24/7 on a Linux cloud instance, continuously tracking order books, price action, and volume across multiple trading pairs on Binance and Tokocrypto.
Under the hood, it maintains low-latency WebSocket connections to stream real-time tick data into an async Python pipeline. The engine computes momentum indicators like RSI and EMA crossovers in memory, then feeds candle structure data into an LLM reasoning layer to filter out false breakouts and confirm setups before triggering any notifications.
When a high-probability setup is confirmed, the bot instantly dispatches an alert to a private Telegram channel in under 200 milliseconds. Alerts include entry ranges, suggested stop-losses, and live risk-reward ratios, turning raw market volatility into actionable, structured data.