Tools & Frameworks

Currently specialized in Playwright for end-to-end testing across client-facing web applications and Salesforce environments. Extensive prior experience with Selenium and Katalon, with a strong track record of migrating teams to modern tooling.

Full-Stack Perspective

With deep familiarity across the full software development stack — from front-end to back-end, databases to CI/CD — I write tests that reflect how systems actually behave, not just how the UI looks. This full-stack understanding leads to more targeted, meaningful test coverage.

AI-Augmented Quality

Proficient in leveraging AI to accelerate test creation, improve test maintenance, and identify patterns in test failures. I help teams capitalize on AI tooling to multiply their QA capacity without sacrificing reliability.

What I Do

  • End-to-end test automation with Playwright
  • Salesforce UI and integration testing
  • Test framework architecture and design patterns
  • CI/CD pipeline integration and optimization
  • Migration from Selenium, Katalon, or legacy frameworks
  • AI-assisted test generation and maintenance
  • Test strategy consulting and team coaching

Approach

I focus on writing tests that are readable, resilient, and fast. Flaky tests erode trust — my goal is to deliver suites that teams actually rely on to gate their releases. Every engagement starts with understanding your deployment workflow and ends with a suite that fits naturally into it.