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Marshall Case is a Computational Biologist at Manifold Bio since July 2023. Previously, Marshall served as a Ph.D. Candidate at the University of Michigan from May 2019 to July 2023, where notable research included a publication on enhancing machine learning performance in protein function labeling. Marshall's academic journey at the University of Michigan's Rackham Graduate School culminated in a Doctor of Philosophy in Chemical Engineering. Earlier experience includes internships at Bristol-Myers Squibb focusing on Downstream Bioprocess Development, Merck in Pharmaceutical Commercialization Technology, and Sealed Air Corporation in R&D Material Solutions. Preceding studies at Rensselaer Polytechnic Institute and McGill University contributed to a solid foundation in Chemical Engineering.