Designs and owns large-scale AWS architectures and Databricks lakehouse platforms; leads Terraform, policy-as-code, CI/CD, observability, AIOps, governance, incident escalation, and cross-team initiatives. The role mentors engineers, documents architecture, evaluates emerging technologies, and communicates technical decisions to stakeholders while improving platform reliability, scalability, security, and cost efficiency.