Leads the architecture and development of AI-focused quality engineering frameworks, evaluation pipelines, synthetic data tools, prompt regression suites, and self-healing automation. Establishes strategies for testing hallucinations, model drift, bias, accuracy, reliability, performance, and scalability in AI-driven enterprise products. Provides architectural direction, advises executives, mentors engineers, drives cross-functional adoption of AI testing standards, and represents the company externally.