Guyatu1627/insurance-risk-analytics

End-to-end auto insurance risk analytics and predictive modeling pipeline for AlphaCare Insurance Solutions (ACIS). Features modular exploratory data analysis, rigorous statistical A/B testing on South African policyholder profiles, and machine learning risk frameworks to optimize underwriting performance and identify low-risk marketing targets. # AlphaCare Insurance Solutions - Predictive Risk Analytics Pipeline An end-to-end machine learning and automated analytics architecture designed to evaluate historical auto-insurance data, execute statistical tests, and train pricing regression engines. ## 🚀 How to Reproduce This Project ### 1. Environment Setup ```bash git clone github.com cd insurance-risk-analytics python -m venv venv ./venv/Scripts/activate pip install -r requirements.txt