Research

I am currently building ML pipelines for robotics. I've also built ML applications and devices across healthcare, haptics, cybersecurity, power systems, and biomedical imaging.

My goal is to expand the reach of machine learning into new fields in a way that's grounded in real user needs.

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E-Scroll: A Rotational Haptic Ring Using Electrostatic Adhesion (2025)

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Machine Learning for Pediatric Mobility Therapies (2025)

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Explainable Deep Learning for Keystroke Authentication (2024)

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Species Differences in Cell Morphology (2023)