RESEARCH STATEMENT

PDF (2 pages)

I study how humans should be represented in shared physical environments and world models, and how assumptions embedded in computer vision and behavioral analytics systems shape what can and cannot be inferred about human behavior in real-world deployments. My work emphasizes measurement validity, dataset design, and the limits of inference in deployed systems.