Hi, I’m Kirit Thakrar, an Automation & AI Engineer with 10+ years of experience in building scalable test automation frameworks and AI-driven solutions. I’ve worked extensively with Selenium, Playwright, API automation, CI/CD pipelines, and recently focused on AI-powered automation, including using tools like GitHub Copilot, MCP, and AI workflows to speed up testing, reduce manual effort, and improve product quality. I enjoy helping professionals and teams with: Automation framework setup & best practices Transitioning from Selenium to Playwright API testing & performance basics Using AI tools effectively in QA & development Career guidance for QA / SDET / Automation roles If you’re looking for practical guidance, real-world solutions, or career clarity, I’d be happy to help. Let’s connect and build smarter automation together 🚀