AI — Assistant for trading on crypto exchanges

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Summary

This article describes an AI-assisted crypto trading system that analyzes market data and generates trade signals for spot and perpetual markets. It uses technical indicators, volume profile, regime filters, and machine learning models to score trends and label outcomes. The workflow supports Telegram alerts, backtesting, ex-post evaluation, and multi-timeframe decisioning. The stack includes Python, Polars, LightGBM, Pydantic, Streamlit, and market data integrations such as Binance and BingX. The piece reads like a build-and-architecture overview for a trading software product or advisor platform.

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