Own ML end-to-end for a proprietary trading platform: turn loosely framed business problems into models in a high-load, low-latency environment — from feature engineering and hypothesis testing to evaluation and business-ready results. Core stack: Python (NumPy, SciPy, Pandas, Scikit-learn), PySpark/MLlib, XGBoost/GBM, survival analysis, and MLflow.
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