customer-churn-predictor-streamlit

? ChurnGuard - Customer Churn Prediction App

AI-Powered Customer Churn Predictor with Business ROI Calculator

Built with XGBoost, scikit-learn Pipeline, SHAP & Streamlit.

A clean, modern, and business-focused ML project ideal for freelancing.

✨ Key Features

Interactive Single Customer Prediction with beautiful gauge

Business ROI / Savings Calculator (shows real monetary value)

SHAP Explainable AI

Smart Retention Recommendations

Clean modern UI with sidebar

Full production-ready scikit-learn Pipeline

? Tech Stack

Python • XGBoost • scikit-learn Pipeline • SHAP • Streamlit • Plotly

? Model Performance

AUC Score: 0.8204

Dataset: Telco Customer Churn (Kaggle – 7043 records)