A customer intelligence engine that predicts subscription probability, models purchase frequency, and computes a unified loyalty risk score. Includes explainability, segment insights, and a scenario simulator, all integrated into an interactive Streamlit dashboard.
data-science machine-learning scikit-learn business-intelligence feature-engineering predictive-modeling churn-prediction python-project customer-segmentation marketing-analytics explainable-ai customer-loyalty ml-pipeline risk-scoring streamlit-dashboard scenario-simulation retention-analytics subscription-modeling purchase-frequency
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Updated
Dec 8, 2025 - Python