Design and define the overall test automation framework, architecture, and standards. Evaluate and recommend automation tools, technologies, and best practices. Establish coding standards, reusable libraries, and automation guidelines for the team. Review automation scripts for quality, maintainability, and scalability. Provide technical leadership and mentoring to the automation engineering team. Ensure seamless integration of automation frameworks with CI/CD pipelines.