At VMware by Broadcom, I owned release validation and automation strategy for Tanzu Mission Control, a distributed, multi-cloud Kubernetes management platform. I architected CI/CD validation pipelines that reduced manual validation effort by 40% and optimized infrastructure use to reduce cloud validation costs by 35%.
I’ve also built test automation frameworks and validation tooling with Golang, Python, and Java across enterprise and SaaS products. In my current independent project, I’m designing an AI-powered QA Copilot for test-case generation, automation code generation, JIRA integration, and CI/CD failure analysis.

