Machine learning that keeps learning on small devices and real factory lines.

I'm a third-year Ph.D. student in Electrical and Computer Engineering at Case Western Reserve University. I work on machine learning that scales without labels and keeps learning after it ships: self-supervised and continual learning, models that train on the device itself, and large models for time-series data.
Off the clock: basketball, guitar, saxophone.
Machine learning that keeps learning on small devices and real factory lines.
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I'm a third-year Ph.D. student in Electrical and Computer Engineering at Case Western Reserve University. I work on machine learning that scales without labels and keeps learning after it ships: self-supervised and continual learning, models that train on the device, and large models for time-series.
Off the clock: basketball, guitar, saxophone.
Papers since 2024, three as first author, in J. Manufacturing Systems, I2MTC and more.