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AsphaltSense: Crowdsourced pothole detection & smart logistics platform turning smartphones into automated road-mapping sensors via passive Web DeviceMotionEvent telemetry, spatial clustering, automated PWD work orders, and TinyFish AI municipal contractor warranty audits.
Voice-first AI agent that helps low-literacy job seekers find live training and job opportunities and apply for them, using TinyFish Search, Fetch and Agent. Built for Kritical Hacks 2026 (AI/ML track).