Hands-on rebuilds of production ML systems — churn prediction, demand forecasting, and more. Each app is end-to-end: synthetic data, trained model, SHAP explanations, interactive demo. Portfolio descriptions at kargin-utkin.com/labs.
End-to-end churn model for fitness studio members. XGBoost + SHAP, interactive demo.