Specialized in deep integration of machine learning and deep learning into MQL5 trading systems. Independently developed and live-running 300+ EAs and custom indicators. Proficient in neural networks, LSTM, Transformer, reinforcement learning, XGBoost/LightGBM, combined with feature engineering, Walk-Forward optimization, Monte Carlo simulation, parameter perturbation analysis and distribution-shift testing to strictly prevent overfitting.
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