Senior DevOps Engineer · BrightEdge
Jan 2025 - Present
Own reliability and delivery for production Kubernetes across GCP, AWS and on-prem. Cut deployment failures 25% with blue-green Argo Rollouts and regression gates, migrated 300+ machines from CentOS 8 to Rocky Linux with a staged Ansible workflow, and standardised provisioning on Terraform across 150+ MySQL VMs and 10 GKE clusters. Built the agentic AI platform on LangGraph and Temporal that removed 1000+ manual hours a month. On the AIOps, MLOps and LLMOps side: AIOps self-healing across 175+ hosts that turns correlated Prometheus alerts into automated remediation, MLOps training pipelines on Argo Workflows with GPU node scheduling, and LLMOps observability with LangSmith tracing and per-workflow token and cost attribution.
- Kubernetes
- Argo Workflows
- GitOps
- Terraform
- AIOps
- MLOps
- LLMOps
