Heat-vulnerability cluster analysis for Phoenix, AZ — correlating FortyGuard heat data with CDC SVI to prioritize cooling-center placement. (FortyGuard Hackathon '26, Track 7)
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Aug 29, 2026 - Python
Heat-vulnerability cluster analysis for Phoenix, AZ — correlating FortyGuard heat data with CDC SVI to prioritize cooling-center placement. (FortyGuard Hackathon '26, Track 7)
Thermal Sentinel Grid: Physical-AI Digital Twin & Autonomous Agentic Dispatch Engine for Substation Transformers & Urban Grid Resilience | FortyGuard Hackathon '26 (Track 03: Industrial & Enterprise)
AI-powered urban heat defense platform using FortyGuard Temperature API. Solves cooling center placement optimization to prevent heat-related deaths. Built for FortyGuard Hackathon'26 Track 01: Resilient Cities.
AI agent that autonomously scans Nevada school zones for heat risk using FortyGuard Temperature API®, calculates heat exhaustion risk for students, and generates age-specific safety recommendations.
Enterprise urban heat monitoring: .NET 10 Clean Architecture API, Next.js 15 dashboard, live SignalR streaming, and a Groq-powered analysis agent.
An explainable urban heat intelligence & operational decision-support platform powered by FortyGuard API. Features spatial heatmap modeling, automated threshold alerts, priority scoring, investigation queues, and cryptographic evidence provenance.
Autonomous Spatial Heat Stress Intelligence & Operator Command Center - FortyGuard Hackathon 26
Turning hyperlocal temperature intelligence into work-shift decisions for outdoor crews.
Explainable urban heat decision intelligence powered by FortyGuard Temperature API
Microclimate Resilience Platform - Government & Environmental microclimate intelligence powered by FortyGuard APIs
HeatWatch: Hyperlocal Urban Heat Risk Command Center built on the FortyGuard Temperature API (FortyGuard Hackathon 26)
Autonomous Multi-Agent Climate & Routing Intelligence Engine powered by FortyGuard 20m² LTM & Gemini for Hackathon'26 (Tracks 1 & 6).
Turns FortyGuard street-level temperature into a heat response plan for four Washington districts: ranked hotspots, costed actions for the next 12 hours, and a cooling budget that re-plans when the forecast moves.
Autonomous Hyperlocal Climate & Navigation OS powered by FortyGuard 2m Temperature API & NVIDIA Nemotron 550B. Built for FortyGuard Hackathon '26.
Auditable two-window heat-risk decisions for safer logistics dispatches — FortyGuard Hackathon ’26, Track 03.
AI-powered rooftop heat loss & recovery platform for solar assets — FortyGuard Hackathon 2026
Transform urban heat data into actionable intelligence with explainable alerts, investigations, and decision-ready reports.
AI-powered environmental cooling stress copilot for data centers __ FortyGuard Hackathon'26
Heat compliance for outdoor worksites. Reads hyperlocal 2 m temperature at the worksite via the FortyGuard Temperature API, resolves the governing state heat standard, measures the shade that actually exists on the ground, and produces the written record the regulation requires. FortyGuard Hackathon '26.
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