Biography

I am a PhD Candidate in the UC Berkeley RISE Lab. My research interests lie at the intersection of systems and machine learning, specifically around how to build systems that make it easier to create fast, safe, affordable, and maintainable applications for serving machine learning at scale. In contrast to much of the work at the intersection of systems and machine learning which focuses on large-scale model training, my work focuses on the model inference part of the machine learning lifecycle.

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• crankshaw@cs.berkeley.edu