Lead design and implementation of scalable test automation architectures and frameworks. Integrate automated testing into CI/CD, observability, and SRE practices. Drive AI-driven testing, monitoring integration, reliability metrics, and mentor QA/SDET teams while partnering with DevOps and SRE to improve system quality and production reliability.