At Techolution, I engineered a five-stage Azure DevOps pipeline for Microsoft Fabric, reducing release cycles from 30–35 minutes to 8–10 minutes with incremental deployment, drift detection, and automated validation.
I contributed to an Azure Synapse-to-Fabric migration and analyzed costs across Dev, QA, and Prod environments, helping reduce overall cloud platform costs by 15%. I also provisioned Azure infrastructure with reusable Terraform modules.
At Techolution, I resolved more than 100 production incidents and diagnosed Fabric capacity throttling behind 506 pipeline failures using KQL and the Capacity Metrics App.
Earlier, at CloudFlex Technologies and KarmicSphere Media, I worked on VMware-to-OpenStack migrations, Kubernetes stability, and CI/CD automation. In an enterprise project, I orchestrated GoLang microservices on Kubernetes with Argo CD and added Grype scanning and Prometheus-Grafana observability.

