Right now my main personal project (and the thing I’m spending most evenings on) is a high-freque...Right now my main personal project (and the thing I’m spending most evenings on) is a high-freque...
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Philip Muchina
• Nov 20
Right now my main personal project (and the thing I’m spending most evenings on) is a high-frequency crypto/futures trading bot stack.
Current features:
Real-time data ingestion from MT5 and yfinance
Custom momentum + mean-reversion strategy running on 1-minute and 5-minute candles
Vectorized backtesting engine with Pandas + NumPy (already profitable on historical data for the last 3 months)
Live paper-trading mode + risk management (max drawdown limits, dynamic position sizing, circuit breakers)
Full logging
Here’s a quick shot of my current workspace while stress-testing the newest version tonight:
Data AnalysispandasMachine Learning EngineeringSecurity EngineeringPyTorchPython
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