HRI Specialist / UX Designer with 13+ years of post-PhD at Amazon Robotics, iRobot, and NASA. Expert in architecting Intent-Communication Models and High-Fidelity Evaluation Frameworks that bridge the gap between frontier AI capabilities and human operational performance. Specialized in deconstructing high-level robotics perfor mance KPIs into granular, quantifiable behavioral metrics, ensuring that system evaluations are rooted in empirical evidence and systematic interaction data rather than subjective heuristics.