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AI / MLML Signals · Backtesting
Algorithmic Trading Bots
ML-driven automated trading bots with a custom BTC/USDT backtesting engine.
01 · The problem
Discretionary trading is inconsistent. The aim was reproducible, ML-signal-driven execution with rigorous historical validation.
02 · Approach
- 1
Pulled historical data via yfinance and ccxt.
- 2
Trained ML models to predict price patterns and generate signals.
- 3
Built custom entry/exit logic and a full backtesting environment.
03 · Outcome
Accurate historical backtests and automated ML-signal-driven execution for BTC/USDT.
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