Penny-00/RenewedCare

AI-driven solution to strengthen primary health care in Africa. Combines data analytics, predictive modeling, and a clinician-friendly dashboard to enhance diagnosis, triage, and decision support in under-resourced communities. Built for the DataFest Hackathon. # 🏥 RenewedCare — Predictive Intelligence for Primary Health Centers >AI-driven solution to strengthen primary health care in Africa. >Combines data analytics, predictive modeling, and a clinician-friendly dashboard to enhance diagnosis, triage, and decision support in under-resourced communities. Built for the DataFest Hackathon. --- ## 🚀 Project Overview **PHCare AI** leverages open health data, machine learning, and intelligent dashboards to: - Identify gaps in primary healthcare coverage - Predict risks like **drug stockouts**, **patient overload**, and **outbreaks** - Support **data-driven allocation** of staff, equipment, and medicine - Provide **interactive tools** (dashboards, chatbots) for health workers and policymakers --- ## 🧩 System Architecture ```mermaid flowchart TD A["Data Sources: WHO, DHIS2, OpenAfrica"] --> B["ETL & Data Warehouse (PostgreSQL)"] B --> C["AI Models: Forecasting, NLP, Optimization"] C --> D["Streamlit Dashboard / React App"] D --> E["End Users: PHC Managers, Health Workers, Policymakers"]