# SyntaxBuilder

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Harsh Choudhary](https://cerebralvalley.ai/u/syntaxbuilder)
- **GitHub:** https://github.com/HarshChoudharyGit/PulseGuard
- **Demo video:** https://youtu.be/3MF3etKmPC4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1031

During severe catastrophic natural disasters (earthquakes, flash floods, structural collapses, wildfires), emergency infrastructure suffers catastrophic simultaneous failure:

Telecom Blackouts: 4G/5G base stations fail or lose backhaul, dropping cellular devices to degraded 2G GPRS (30-40 kbps) or SMS/MMS-only channels.
911 Queue Saturation: Dispatch call centers become overloaded with thousands of simultaneous frantic calls, creating dangerous 15 to 30-minute triage bottlenecks.
Inter-Agency Coordination Silos: Urban Search & Rescue (USAR), Trauma Care, and Hazmat squads communicate over fragmented legacy radio channels with zero automated cascade escalation.
PulseGuard Rescue is an end-to-end distributed emergency response engine engineered to operate under low-bandwidth, high-concurrency disaster conditions. By fusing client-side Edge Shrink compression, open-weights Meta Llama 3.3 70B, Computer Vision damage extraction, and LangGraph autonomous agents, PulseGuard cuts critical response mobilization time from 15 minutes to under 4.2 seconds.

## More from Meta Global AI Developer Hackathon

- [where_R_U?](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1028)
- [MedAxis AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1029)
- [sajjadbdai](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1030)
- [Someone](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1032)
- [Andre Tsernikov](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1033)
- [Hoolala!](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1034)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1031. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt