Rescue Ring is a community-driven disaster management application designed to support people during emergency situations.

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.

A one-stop disaster preparedness app with real-time earthquake info, evacuation sites, news, and checklists, supporting 4 languages.

Code storage for work related to EMFN

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.

🌎 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.

AI-powered disaster alert system for Pakistan that automatically processes official emergency warning documents.

A simple gamified web application for practicing safe flood evacuation through interactive scenarios. Built with React, Vite, and Tailwind CSS.

Practical guides, case studies, and tools for building communication systems that work when infrastructure fails

Ai-powered hurricane risk assessment model combining loads of data regarding social, climate, infrastructure, and meteorology data.

Offline-capable preparedness search platform. Runs on Raspberry Pi, LAN, or air-gapped environments. Source-pack architecture, local LLM support via Ollama.

Open flood-risk data analysis project using Google Earth Engine and open geospatial datasets.

W.O.M.B.A.T. Terminal Offline Edition

Offline AI + knowledge archive. Local LLM reasoning over humanity's essential texts. No internet required.

Essential Japanese phrases for emergencies — police, hospital, disaster — tap to copy, with English translations and romaji

SafeSteps AI - Asisten Evakuasi Gempa Cerdas berbasis Real-time Data BMKG & Google Gemini AI. Solusi Kesiapsiagaan Bencana untuk IDCamp Hackathon