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Production ML pipeline predicting immunization defaulter risk for 6,864 children across 4,672 CHW areas in Kenya. XGBoost + SHAP + FastAPI + PostgreSQL. Built for Community Health Worker daily prioritisation.
Responsive web application consolidating personal health data with agentic health assistant concepts, aligned with the International Patient Summary (IPS) standard