Builds standardized observability systems, telemetry architectures, and data pipelines for large-scale cloud environments. Implements OpenTelemetry instrumentation, improves platform efficiency and cost optimization, and develops automated alerting and reliability scorecards. The role diagnoses distributed systems under high load, supports intelligent operational workflows, and establishes reliability standards across engineering teams.