Leads AI-enabled HR initiatives across recruiting, onboarding, talent management, and employee experience. Designs experiments, metrics, data pipelines, and feature sets for AI capabilities such as talent matching and case deflection. Monitors model performance, fairness, privacy, security, drift, and adoption while partnering with HR, Legal, IT, and vendors. Evaluates build-versus-buy opportunities and maintains documentation supporting transparency and reproducibility.