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Real Python Bot Trading HMSTRUSDT with LSTM in Real Time | Stop Loss, Take Profit, Compensation

This video demonstrates a Python bot for automated cryptocurrency trading of HMSTRUSDT on the Bybit exchange. The bot operates in real time, using a pretrained LSTM model to predict the price based on the live market data stream.

🔧 What the bot does:
• 📈 Receives data from Bybit WebSocket (price, volume, turnover);
• 🧠 Predicts the next price using LSTM (TensorFlow/Keras);
• 💰 Makes buy decisions based on forecast deviation;
• 🛑 Applies Stop Loss and Take Profit;
• ♻️ Executes compensatory trades using the Martingale method on losing entries;
• 💹 Locks in profits and recalculates the working balance;
• 📁 Logs all operations to text files (transactions.txt, profit_log.txt);
• 🔄 Fetches settings from a local server (e.g., risk and compensation percentages);
• ✅ Fully autonomous program running without manual intervention after start.

🖥️ The code is written and run on a MacBook Pro, and the demo shows live trading.

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If you want to learn how to build your own trading bot using LSTM and Python — this video is for you!

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