GCP), Multi-cloud (AWS, Shell scripting, Kubernetes, Python, Automation Frameworks, Azure, Go, GKE, Infrastructure automation, Alerting frameworks, end-to-end testing, EKS, Failure injection, Observability stacks, Incident handling and root cause analysis, CI/CD reliability gates, System-level tooling, AI-assisted incident investigation, Chaos engineering