evacuation

High‑performance 3D multi‑layer road‑network visualization and navigation simulator built with Three.js, Vite, and Web Workers. Features hierarchical pathfinding (cross‑floor stairs/elevators), obstacle‑aware routing, real‑time 3D interaction, and smooth path animation.

A full-stack evacuation management system built with Flask and React for coordinating disaster alerts, evacuation centers, residents, and reports. If you want a complete step-by-step setup guide, just contact me through my social media accounts.

Source Files for Flood Zone NYC

After the Corridor: from AI-informed evacuation to digital public goods for refugee economic inclusion — an Ethical Tech CoLab research report, grounded at Dzaleka Refugee Camp, Malawi

Evacuation Simulator — an agent-based model of how information spread and demographics shape community evacuation behavior

AI-assisted civilian crisis management system for visualizing risk zones, emergency alerts, and safer evacuation routes.

Browser 3-D evacuation twins of four cities on a CARTO basemap — Mariupol under siege, Lower Manhattan in a storm surge, the Las Vegas Strip, hurricane-zone Miami. An agentic synthetic population, classified by who they are, who they travel with and how they behave, picks between real road-routed evacuation routes.