At Cognizant Technology Solutions, I architected and owned a Selenium WebDriver and TestNG framework that expanded test coverage by 45%. I also integrated automated execution into Jenkins CI/CD pipelines, reducing manual testing effort by 30%.
Since October 2024, I’ve developed independent testing projects, including an LLM evaluation framework for non-deterministic AI systems. It uses provider abstraction, LLM-as-judge grading, and probabilistic assertions, alongside automation projects using Playwright, Cypress, REST Assured, and Python.

