Offline AI for emergencies with local context and cited answers from community Knowledge Packs.
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Updated
Dec 23, 2025 - Jupyter Notebook
Offline AI for emergencies with local context and cited answers from community Knowledge Packs.
ML-powered system predicting landmine risk with interactive geospatial visualization and explainable AI for humanitarian demining.
Compawss AI — An AI-powered humanitarian rescue platform built for Indian stray animals and emergency animal welfare response. Uses real-time location intelligence, community alerts, AI-assisted reporting, nearby vet/NGO discovery, and rapid rescue coordination to connect animals in distress with the closest available help across India.
🧭 Predict and visualize landmine risks using advanced geospatial machine learning for effective risk assessment and safer environments.
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.
MAMA AI Clinic: $170 fully-offline AI health assistant for Raspberry Pi 5. WHO IMNCI triage, essential medicines dosing, CHW training. Built to hand to IRC/UNICEF/DNDi. Apache 2.0.
Clean Drop: edge-AI water reporting and triage with Gemma 4
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