A Telegram channel publishes crypto alerts with a custom risk metric. I wanted to capture these opportunities 24/7 without being glued to the screen.

The objective was to automate the entire signal-to-trade pipeline, ensuring consistent risk management and eliminating human emotional interference in trading decisions.

Built a fully automated pipeline on Google Cloud. Developed a Telegram API listener to detect signals, parse trading pairs, and evaluate risk filters (score >80 for short, <25 for long, Fear & Greed Index). Integrated Binance API for executing orders with 5% TP / 3% SL and position management.

Successfully deployed an end-to-end working algorithm: signal detection → risk evaluation → order execution → position management → reporting P&L via Telegram. Zero manual intervention required.