The role involves designing, implementing, and operating a unified MLOps platform supporting both on-premise Kubernetes and AWS environments to enable rapid onboarding of Agentic AI services. Responsibilities include developing CI/CD pipelines, building observability stacks, and creating self-service tooling for data science teams.