At Qualys, I own end-to-end quality engineering for an enterprise EDR platform, validating threat detection, identity connectors, domain trust mappings, and large-scale data pipelines. I architected Python automation that improved test coverage by 60%+ and reduced regression time by 40%.
Previously at Great Software Laboratory, I helped transition enterprise web applications from manual testing to automation, cutting manual effort by 50%. I build scalable test frameworks, strengthen shift-left practices, and mentor QA engineers on automation standards.
