At Twin Health, I built a 15-member India QA team and introduced test automation, growing the suite to more than 2,500 tests. I owned test strategy and release sign-offs, and early defect detection reduced defect leakage by 92%.
I architected a Python-Playwright framework that used an AI wrapper for flows the DSL could not handle, cutting LLM costs by 60%. I also integrated AI-driven tests into deployment execution, reducing manual regression by 90% and enabling production releases every two days.
Earlier, at GlobalLogic India Pvt. Ltd., I developed web and mobile automation for banking, retail and e-commerce projects. At Info Edge India Pvt. Ltd., I tested 99acres.com and associated web applications, including database and performance testing.

