ML & GenAI Practitioner | Applying statistical rigour to build scalable, data-driven systems. Bridging technical depth with strategic perspective.
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bankruptcy-risk-prediction-ml
bankruptcy-risk-prediction-ml PublicBuilt a LightGBM bankruptcy prediction model using advanced feature engineering (ratios, interactions, rolling/group features, winsorization), ACF analysis, and imbalance handling (SMOTE+ENN). Appl…
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vehicle-mileage-statistical-analysis
vehicle-mileage-statistical-analysis PublicApplied statistical inference project analyzing mileage differences between manual and automatic vehicles using data preprocessing, EDA, Shapiro–Wilk test, Levene’s test, independent t-test (Welch)…
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