Crypto Pump Predictor (Telegram Bot)

Telegram bot that scans Binance, Bybit and MEXC futures and uses a machine learning model to detect pump-like patterns.
Signals are sent to all subscribed chats with probability, volume, price change and direct links to exchanges and TradingView.

Features

• 🔍 Exchanges:
  • Binance (USDT futures)
  • Bybit (USDT perpetual)
  • MEXC (USDT perpetual)
• 🤖 ML-based pump detection:
  • Uses pre-trained model (pump_predictor_model.pkl)
  • Feature set loaded from the model file (feature_names)
• 📊 Per-symbol features:
  • 5m candles (last 30 bars)
  • Volume in USDT and volume ratio vs. average
  • Price change
  • RSI
  • Volatility
  • Short-term trend (last 5 candles)
• 📨 Subscriptions:
  • /start – subscribe
  • /stop – unsubscribe
  • Signals are sent only once per symbol and exchange (deduplicated)
• 🫀 Heartbeat:
  • Hourly heartbeat message to each chat
  • Previous heartbeat message is deleted and replaced with a new one
• ⚙️ Configurable:
  • Scan interval
  • ML probability threshold
  • Proxy settings
  • Model path