At FactoryPulseAI, my open-source project, I built a multi-agent root-cause analysis platform that uses LangGraph and Gemini on Vertex AI to analyze streaming industrial telemetry. I added evaluation-driven human approval gates and traceable agent runs.
At Capgemini, I designed a GCP telemetry and diagnostics platform for Class II/III medical devices, connecting secure device fleets to streaming data pipelines and BigQuery analytics. I also developed an agentic anomaly-detection system with compliance controls and physician review for life-critical alerts.
For a major North American retailer, I built a Google Cloud vision platform combining smart cameras, edge inference and streaming analytics. I also developed workflows that generated defect intelligence and routed operational alerts.
Earlier, I worked across medical-device, automotive, industrial and embedded systems, including a QNX touchscreen beverage platform deployed on 2,000+ devices. I bring hands-on engineering together with architecture and technical program leadership, and hold TOGAF 9 and Google Cloud Professional Cloud Architect credentials.

