• Architect and evolve end-to-end automated testing frameworks, with Playwright as the core automation technology. • Lead the integration of AI-enabled testing methodologies into the SDLC, including predictive test selection, LLM-based test case generation, and self-healing automation. • Design, build, and maintain custom MCP (Model Context Protocol) servers and tools that enhance Playwright’s context-awareness and adaptability. • Develop test strategies for AI agents and AI-integrated product features, ensuring accuracy, reliability, and safety. • Partner with AI/ML engineers to define validation frameworks for AI model performance, prompt correctness, and deterministic output behavior. • Mentor SDETs and QA engineers on advanced automation, AI-assisted testing, and test strategy best practices. • Define quality metrics and feedback loops for intelligent CI/CD pipelines, enabling faster, safer releases. • Collaborate cross-functionally with Product, DevOps, and Architecture to embed testing standards and ensure high quality across all delivery stages. • Stay ahead of emerging AI testing frameworks and champion innovative approaches to improve testing scalability and precision.