At IBM Consulting, I architect and maintain highly available AWS infrastructure, automate CI/CD and GitOps delivery with GitHub Actions, Jenkins, ArgoCD, Terraform, and CloudFormation, and improve observability through ELK, OpenTelemetry, Jaeger, and AWS X-Ray. I also build MLOps pipelines with MLflow, Kubeflow, SageMaker, Docker, and Kubernetes for model training, deployment, monitoring, and lifecycle management.
Previously, I delivered scalable Kubernetes platforms and healthcare monitoring at NextGen, and built Python/Django applications and cloud migrations at Stelligent. Across 11+ years, I've focused on secure, automated cloud operations using AWS, Azure, GCP, DevSecOps practices, and resilient deployment strategies.
