Research Portfolio

Developed and validated real-world driver stress elicitation techniques using mixed-methods and psychophysiological instrumentation.

Benchmarked and improved hardware usability for millions of users through statistical analysis, behavioral logs, and collaborative research.

Standardized research processes and centralized knowledge sharing to increase team visibility and impact across organizations.