Hands on experience with Open-Source test automation frameworks and tools such as Playwright, Selenium, Appium, Robot framework, Cucumber/Gherkin, Rest Assured or equivalent web-service automation tool, Perforce, Jenkins, or equivalent CI/CD tools, SonarQube or equivalent code quality tool. This is a highly technical role at the intersection of test automation and AI/ML, responsible for architecting, building, and deploying intelligent solutions that drive measurable efficiency gains, strengthen product quality, and streamline QA workflows across multiple platforms and technologies.