Team Kumbidi
Google DeepMind Bangalore HackathonWhen natural disasters strike, like the devastating Kerala floods, centralized communication fails, cell towers go down, and fragmented data leads to delayed rescues and misallocated resources. SentinelOS solves this by providing an AI-native, local-first crisis response platform powered by the Google AI stack. At its core, SentinelOS features a highly concurrent Multi-Agent System running on Gemini 3.5 Flash. Our agents (Sensor Fusion, Mission Planner, and Incident Commander) subscribe to a custom Event Bus, autonomously correlating multimodal signals—from IoT water levels to voice distress keywords, to detect incidents and deploy volunteers in real-time. To ensure resilience when the internet completely fails, SentinelOS seamlessly falls back to an offline mesh network powered by local Gemma SLMs running on edge devices. Finally, we integrated Google Omni Flash to autonomously analyze live drone video streams, instantly flagging structural damage and environmental hazards without requiring human monitors. SentinelOS provides cloud intelligence when you have it, and edge resilience when you don't.
