Rescue Ring is a community-driven disaster management application designed to support people during emergency situations.
Walk-up captive portal bridging ordinary phones to MeshCore LoRa channels. Offline-first; no app, no account, no internet. Built for Seattle Emergency Hubs.
Earthquake early-warning alerts for iPhone, Chrome, macOS and Windows. Local-first desktop monitor with native alarms, built on public Wolfx seismic feeds.
AGAP (Advance Guidance & Assistance Platform) is an AI-powered Progressive Web Application (PWA) that enhances disaster preparedness and emergency response for Santa Rosa City through offline-first technology, real-time communication, geospatial intelligence, and explainable artificial intelligence.
Automated pipeline for downloading, processing, and visualizing ECMWF tropical cyclone ensemble forecasts. Downloads TC track BUFR files, extracts ensemble data, combines with wind forecasts, and loads to Snowflake. Includes interactive Dash dashboard for visualization.
Interactive hurricane impact analysis dashboard for UNICEF. Visualizes probabilistic and deterministic hurricane forecasts, assessing risk to population, schools, health centers, and infrastructure. Built with Dash and powered by the giga-spatial package for geospatial data processing.
Handa360 is a web application that turns general disaster-preparedness instructions into a catered set of actionable items.
Shongjog — Offline Bangla Multi-Hazard Emergency Companion Powered by Gemma 4. Emergency AI for 12 disaster types. Gemma 4 on-device works offline, gets better online, and meshes phone-to-phone.
A one-stop disaster preparedness app with real-time earthquake info, evacuation sites, news, and checklists, supporting 4 languages.
🌎 Android-based mobile application that allows users to easily and quickly report disasters in real-time.
Bugout Guides, Bugout Bags, Preparedness Checklist, Survival Guides
A flexible Survival Guide with tools and strategies for wilderness survival, apocalyptic events, disasters, and more. Covers fire-starting, shelter-building, foraging, water, navigation, and emergency response.
[A Gov. Collaboration Project] Taiwan’s No. 1 earthquake early warning app, developed in collaboration with the Central Weather Administration, delivering real-time, location-based alerts and predicted shaking intensity.
Offline-capable preparedness search platform. Runs on Raspberry Pi, LAN, or air-gapped environments. Source-pack architecture, local LLM support via Ollama.
A simple gamified web application for practicing safe flood evacuation through interactive scenarios. Built with React, Vite, and Tailwind CSS.
Machine learning system analyzing Pakistan weather data to predict earthquake likelihood (academic project, 74.1% XGBoost accuracy).
Local-first multi-agent AI for Australian bushfire preparedness. Ollama, Streamlit, ABS/ASGS context, evidence provenance, human review and audit-ready reports.
A localized web-based platform that serves as a disaster preparedness and assistance network. This platform will connect communities, local authorities, and volunteers, facilitating the sharing of critical information, resources, and assistance during emergencies.
Practical guides, case studies, and tools for building communication systems that work when infrastructure fails
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