- Deployed a 3-agent Playwright AI system (Planner → Generator → Healer), cutting test design time by 40% while expanding edge-case and negative scenario coverage.
- Operationalized LLM-driven requirements analysis via Playwright MCP + GitHub MCP, auto-generating baseline test cases and accelerating test case creation by 30%.
- Architected and scaled a Playwright automation framework to 200+ end-to-end tests, improving execution efficiency by 60% through parallelization.
- Led and mentored a team of 5 QA engineers, establishing standardized AI-assisted QA practices that reduced defect leakage by 40% thru shift-left testing approach.
- Redesigned regression strategy using AI-prioritized test selection, reclaiming 10+ hours per release cycle and improving release velocity by 20%.
- Achieved 70% API test coverage for mission-critical insurance platform workflows via Postman,strengthening backend reliability.