hazard-mapping

A portfolio of Big Data, GIS–GeoAI, machine learning, spatial epidemiology, public health analytics, and cloud/security engineering workflows.

IX-HapticSight: open safety authority for AI-controlled robots/XR. RGB-D perception→3D hazards→ALLOW/MODIFY/DENY physical action, with consent, force/tactile/proximity/thermal gating, ROS2 control, recovery, WebXR, replayable evidence & 183 tested checks. MIT + Responsible Use.

Vanuatu Multi-Hazard Land Suitability System — AI-powered geospatial DSS for the Government of Vanuatu

GIS-based landslide susceptibility mapping and interactive WebGIS for Sondrio, Italy.

Geological hazard warning system (landslide / debris-flow / rockfall / ground-collapse) — GIS one-map + ML microservice, local single-machine demo. Apache-2.0.

Explainable hazard risk, capacity-constrained relocation prioritisation, and GIS decision-support MVP for district disaster-management officials (React + TypeScript + FastAPI + PostGIS)