🚀 ChurnReaper v2.0
This release transforms ChurnReaper from a local machine learning dashboard into a production-ready cloud-deployed application.
New Features
- Docker containerization
- GitHub Actions CI/CD pipeline
- AWS EC2 deployment
- Public live application URL
- Background Docker service
- Enhanced project documentation
Machine Learning Features
- Customer churn prediction using Random Forest
- SHAP explainability
- Interactive Dash dashboard
- Business insights and churn probability analysis
Tech Stack
- Python
- Scikit-learn
- SHAP
- Dash
- Docker
- GitHub Actions
- AWS EC2
- Linux
Version Summary
v1.0 → ML Dashboard & Explainable AI
v2.0 → Docker + CI/CD + AWS Production Deployment