Muhammad Abdullah@kodeezabdullah

HazardMind AI is an autonomous multi-agent disaster-intelligence platform built for the Band of Agents Hackathon. The moment a disaster is reported, five specialized AI agents collaborate through Band to deliver a complete, audit-ready situational assessment grounded entirely in real satellite imagery and live geospatial data. Orchestrator Agent creates a per-event Band room, dispatches the team, monitors the pipeline, and posts the final verdict coordinating every handoff through Band. Satellite Agent pulls live Sentinel-1 SAR and Sentinel-2 optical imagery from Copernicus, autonomously selecting the optimal sensor based on cloud cover and disaster type. It processes multi-band imagery through NDWI, NDVI, and SAR backscatter analysis to produce georeferenced classification maps and vectorized risk zones and flags its own anomalies when the data looks physically implausible. Hazard Agent cross-validates the satellite findings against GDACS and live USGS seismic data, confirming risk zones and severity across flood, earthquake, and landslide scenarios with explicit confidence scoring. Impact Agent overlays real population data with OSM infrastructure to quantify affected populations, hospitals at risk, blocked corridors, and evacuation routing with an honest zero-impact gate when there is no real threat. Report Agent compiles every finding into an interactive Mapbox dashboard with satellite overlays and risk-zone layers, plus an executive PDF with an AI-generated summary. Every agent communicates through Band confirming findings, escalating critical discoveries, and exchanging structured payloads in a fully visible discussion log. Band is the coordination layer, not a wrapper; the transcript itself is the audit trail. Built for insurers, reinsurers, NDMA class government agencies, and UN disaster-response organizations worldwide replacing slow, manual, analyst-dependent assessment with an autonomous workflow that is grounded, honest, and accountable by design.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.

🌎 Hybrid Hackathon | 📅 September 15–17, 2026 | 📍 Santa Clara Convention Center + Online The official hackathon of AI Infra Summit, co-organized by Kisaco Research and lablab.ai. Join builders, researchers, founders, and AI infrastructure leaders to create applications powered by the technologies shaping the future of AI: compute, data movement, models, physical AI, and next-generation infrastructure. With more than 8,000 attendees expected at AI Infra Summit, this hackathon is an opportunity to build, showcase your work, and connect directly with the companies driving the AI ecosystem forward. 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered.

🌎 Hybrid Hackathon | 📅 October 19–20, 2026 | 📍 RAI Amsterdam + Online The official hackathon of AI & Big Data Expo Europe, organized by TechEx Events and lablab.ai. Build AI applications and agents across AI, cybersecurity, cloud, IoT, automation, edge computing, digital transformation, and data infrastructure, then showcase your project live at one of Europe's largest enterprise technology events. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.