Data Plane Ownership: Architect and manage Trino, Ray, and JupyterHub on Kubernetes.
GitOps & Automation: Drive a zero-manual-touch philosophy using ArgoCD and Terraform.
Observability at Scale: Build high-cardinality monitoring with VictoriaMetrics and Vector.
ML Lifecycle Support: Maintain MLflow for model tracking and integrate with compute/storage.
Reliability: Participate in on-call rotations for the data stack.

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