As the backend lead, I orchestrated the entire multi-agent system in QuantumFin AI using Google’s Agent Development Kit (ADK). I built and deployed 6 AI agents on FastAPI and Google Cloud Run including market data, sentiment analysis, risk, recommendation, and reporting agents each communicating through clean RESTful APIs. I’m most proud of integrating complex external APIs like Alpha Vantage and NewsAPI, handling caching and rate-limiting gracefully, and designing structured JSON outputs that power a real-time frontend dashboard. Through this, I deepened my understanding of multi-agent coordination, cloud-native deployment, and API resilience all while transforming abstract financial data into actionable insight.
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