I work across browser automation, service validation, data verification, and CI-driven orchestration. The goal is not more tests. The goal is better operational signal, clearer diagnostics, and frameworks that remain maintainable under continuous change.
At e2open, I have led Selenium-to-Playwright modernization, improved flaky suite behavior, expanded backend-oriented coverage, and contributed to AI-assisted automation workflows that reduce manual effort without lowering engineering quality.