Design, deploy, operate, and optimize multi-cloud data platforms and streaming infrastructure (databases, Kafka/MSK, Flink, analytics engines). Build IaC, CI/CD, monitoring and automation using Python and tooling. Lead incident response, root-cause analysis, performance tuning, and provide application-level guidance. Participate in on-call rotation and adopt emerging automation (AI agents/MCP) to improve DevOps workflows and platform reliability.