aseka33/aifluence-climhealth-platform

AIfluence Climate-Health Intelligence Platform — AI-powered early warning system for climate-sensitive disease outbreaks in East and Southern Africa. Open source under MIT license. # AIfluence Climate-Health Intelligence Platform **AI-powered early warning system for climate-sensitive disease outbreaks in East and Southern Africa.** --- ## Overview AIfluence processes WHO Global Health Observatory and World Bank climate data for 5 countries in East and Southern Africa (Kenya, Tanzania, Uganda, Rwanda, Mozambique), generating national-level disease forecasts for 18 climate-sensitive diseases. **Operational pilot:** Turkana County, Kenya — 2,250 Community Health Workers monitoring 99,453 households (417,706 people, including 83,541 children under 5). **Live platform:** ai-fluence.com --- ## Key Features - **Predictive Early Warning:** Machine learning models generate disease outbreak predictions 7–30 days in advance with 87.8% accuracy on retrospective backtesting (Kenya MoH 2019–2024 data) - **18 Climate-Sensitive Diseases:** Malaria, cholera, dengue, Rift Valley Fever, malnutrition, and 13 others - **Community Intelligence Module:** CHW field observations validated against meteorological data - **Role-Based Dashboards:** Policymaker, district health manager, and primary healthcare worker interfaces - **Open Data Repository:** 7 datasets with real DOIs, CC BY 4.0 licensed - **Offline-Capable:** Designed for 2G/3G environments; CHW mobile interface works fully offline - **5-Country Coverage:** National-level data platform active; community-level pilot in Kenya --- ## Technology Stack - **Frontend:** React 19, TypeScript, Tailwind CSS 4, shadcn/ui, Recharts - **Maps:** Google Maps JavaScript API - **AI/ML:** Random Forest Regressor, Gradient Boosting (ensemble), 23 input features - **Data Sources:** WHO GHO, World Bank Climate Portal, NASA POWER, OpenWeatherMap, Kenya DHIS2 - **Build:** Vite 7, pnpm --- ## Getting Started ```bash # Clone the repository git clone github.com cd aifluence-climhealth-platform # Install dependencies pnpm install # Start development serv …