Quality Engineering Architect with 15+ years of experience in automation and distributed systems reliability. Specialized in designing validation frameworks for IoT ecosystems, multiple platforms (Mobile/Desktop/Web), and LLM pipelines, with a focus on reducing delivery time and mitigating regression risk in high-scale environments.