At AUMOVIO Automotive Singapore, I architected a Python-Selenium automation framework for telematics products, delivering 200+ automated scenarios with 95% coverage and reducing manual testing by 40%.
I established a Jenkins CI/CD pipeline for overnight regression runs, accelerating release validation by three days per sprint. I also validated API reliability across 1,000+ test cases, identifying 15 critical integration defects before production deployment.
At NCR Corporation, I developed a Python automation framework for POS regression testing that improved test efficiency by 30%. I tested payment systems using simulated transactions and built Windows and Linux test environments for POS integrations.
At Lear Corporation (INTRINSIC CTS, INC.), I implemented a CAPL-based automation framework that reduced test execution time by 35%. I validated CAN/LIN communications and maintained requirement traceability across automotive releases.

