AI-Powered Customer Churn Prediction System with 96% AUCAI-Powered Customer Churn Prediction System with 96% AUC
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Harshitha's avatar
Harshitha .N
• Feb 11
Developed a machine learning-based Customer Churn Prediction System that analyzes customer data and predicts the probability of churn in real time.
The system provides risk levels (Low, Medium, High, Very High) along with churn probability to help businesses take proactive retention actions.
Key Features: • Real-time churn prediction through an interactive web interface • Model Accuracy: 94% | AUC: 96% • Risk assessment with actionable business insights • Customer behavior analysis based on usage and service patterns
Business Impact: Helps organizations identify high-risk customers early and reduce revenue loss through targeted retention strategies.
Data ScienceMachine Learning EngineeringData Analysisscikit-learnFlaskPython
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