early-warning-system

"Emergency Management and Coordination System" application is a complete end-to-end disaster management application.

🌍 A digital health platform designed to detect, monitor, and help prevent outbreaks of water-borne diseases in vulnerable rural and tribal communities. This system integrates mobile reporting (clinics, ASHA workers, volunteers), IoT water quality sensors, and AI/ML models to predict outbreaks, generate alerts, and support health departments with

HealthWatch is a mobile-first network that enables early outbreak detection by verifying local health observations in real time, transforming community data into actionable public health intelligence.

Open-source disease surveillance, early warning, and response platform for Bangladesh, targeting DHIS2 and a customized dashboard.

Community-powered flood early warning platform leveraging crowdsourced reports and real-time weather data to deliver hyper-localized alerts. Built with React, Node.js, Firebase, and OpenWeatherMap API. Hackathon project.

🐦 Early warning system monitoring 22 global indicators for financial, supply chain, and geopolitical risks. Real-time alerts help families prepare before disruptions impact daily life.

Zero-key terminal dashboard for LiquiLens bank and lender early warning: India and US boards, JSON, cron alerts, and offline cache.

Calibrated Early-warning and Risk Estimation System: Automated probabilistic forecasting system for acute food insecurity. Generates 90-day ahead probability estimates of IPC Phase 3+, 4+, and 5 conditions for 43 high-risk countries, updated weekly. Fuses six data streams. Free for humanitarian and academic use.

Automated Weather, Air Quality, UV Index, and BMKG Warning Monitor. Originally Built For The Rain City, Now Configurable For Other Locations.