7+ years of experience in software testing, test automation, or software engineering. 2+ years in a technical leadership capacity. Proven expertise in Playwright (or similar tools) and TypeScript/JavaScript. Demonstrated success integrating AI systems or tools into QA workflows. Hands-on experience testing AI-driven solutions, LLM-based systems, or AI agents. Experience designing and maintaining scalable, reliable, and observable test automation frameworks. Deep understanding of CI/CD pipelines (GitHub Actions, Jenkins, GitLab, CircleCI). Deep understanding of cloud-native environments (AWS, Kubernetes). Familiarity with GraphQL, Apollo, React, and microservice-based architectures.