At Programmers House, I developed and maintained 300+ automated UI/API tests using Selenium and Python, increasing automation coverage by 65%. I also integrated automated API and regression runs into CI/CD pipelines, saving approximately 60 hours of manual regression effort per week.
At Kavtech Pvt. Ltd, I modernized QA from Selenium to Playwright and built reusable Python UI/API automation that reduced manual testing effort by 70%. I also validated data pipelines and BI dashboards, and worked with the ML team on model verification and prediction validation.

