I'm validating ToolJet AI 2.0 releases, building test coverage for AI-assisted workflows, edge cases, and regression scenarios in TestRail. I automated QA workflows with Claude Code, custom MCP servers, and Cypress, reducing manual testing effort by 50%.
Previously, I developed automation for tax filing applications at Webknot Technologies using Playwright and Cypress, while supporting API, web, mobile compatibility, and client-facing QA strategy. At HappyFox, I automated E2E and regression workflows with Cypress and built API tests using pytest and Django Rest Framework.
I also build open-source tooling, including Culprit, a PyPI-published MCP server for reducing LLM token overhead in GitHub Actions workflows. My work spans Python, JavaScript, TypeScript, SQL, Rust testing, accessibility, and exploratory Android testing.

