AI Trading Bot – bot with real connection to traders

I developed a fully autonomous Telegram bot that:
Predicts the price of Bitcoin using an ensemble of XGBoost + RandomForest + GradientBoosting.
Manages a virtual demo account with $10,000.
Connects to a real broker, Alpaca Markets (paper trading).
Automatically opens trades with risk management (2% of the deposit).
Has a secure admin panel (Flask + HTTP Basic Auth) with a history of signals and user statistics.

Technologies: Python 3.11, aiogram 3.x, Flask, aiohttp, scikit-learn, XGBoost, Binance API (ccxt), Alpaca API.

Features that distinguish this bot from most analogs:

Works with a real broker, not just sending messages.

Built-in risk manager – you will not lose the deposit due to a random series of losing trades.

Beautiful and user-friendly interface in two languages.

Clean code with tests (pytest) and documentation (README).

Testing results over 2 years of history: prediction accuracy 55-65%.
Demo access to the bot can be provided upon request.

Hashtags: #python #aiogram #telegrambot #tradingbot #alpaca #binance #machinelearning #scikitlearn #xgboost #freelancehunt