Search and rescue system for lost or injured hikers. Drones with thermal imaging, low-cost stationary sensors on trails, and predictive AI that narrows down search zones before responders even set off. Cuts response time from up to 90 minutes down to 5-15 minutes, at around $2k setup per 20km of trail.
Built a multimodal sensing pipeline across audio, motion, thermal, and GPS data, an AI model that scores risk hotspots, and a route optimisation system that feeds responders live guidance on mobile.
PythonAI / MLMultimodal SensingDrone IntegrationPredictive MappingRoute Optimisation