03 / Selected projects
Selected work across AI-assisted quality engineering, test automation, backend modernization, and database performance. Details are summarized from my professional experience.
Built a Playwright-based automation platform for UI and API testing across applications and services. Coverage grew from about 15% to 85%, with 4,000+ test cases across four applications. Parallel execution through Azure DevOps reduced automated execution time by approximately 80%.
Regression: about 2 days to 6 hoursIntegrated AI-generated test scenarios with Playwright automation while retaining human validation. A workflow can produce an initial set of test cases in approximately 30 minutes.
Explore the AI LabEvaluated AI agents, GitHub Copilot, and modern coding assistants for enterprise QA and development. Explored MCP-based workflows connecting agents with engineering tools and repetitive QA activities.
Inspect the agent workflowContributed to migrating legacy SOAP services to C# REST APIs with Swagger/OpenAPI. Refactored authentication for OAuth2 to improve maintainability, interoperability, and compatibility with modern identity providers.
Backend engineeringRefactored and optimized SQL stored procedures to improve application responsiveness and stability in high-load scenarios.
Performance engineeringMore on the craft