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A multi-agent coordination system designed to help disaster response teams manage real emergencies more effectively using AI.
Built for the Kaggle AI Agents Capstone. Five specialized AI agents work together: Resource Allocation, Communication, Situation Assessment, PII Redaction, and RBAC Security. Built using Google's Agent Development Kit (ADK) with MCP server integration, connecting agents to real data sources and external tools.
This system was architected with a strict separation of concerns, ensuring that the ingestion pipelines, processing engines, and client-facing interfaces operate independently. By decoupling these layers, the platform achieves high fault tolerance and scalable execution environments capable of handling rigorous throughput without bottlenecking.
Security and state management were primary constraints during development. We implemented robust state verification and sanitization protocols across all boundaries to prevent data leakage and ensure execution environments remained immutable during volatile operations.