Ethan Schnathorst
Machine Learning Research Assistant @University of Michigan Medical School
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WORK HISTORY
Machine Learning Research Assistant @University of Michigan Medical School
Ann Arbor, MI, US
Machine learning researcher in the Biomedical and Clinical Informatics Lab (BCIL).Trained and tested a ResNet-based CT slice classification model and coauthored a corresponding paper.Designed and implemented a novel CVAE for de novo drug discovery, achieving 99% reconstruction accuracy and 90% condition adherence.Developed a latent diffusion model with an original conditional transformer denoiser, resulting in a 30% increase in performance over other architectures.
EDUCATION
University of Michigan College of Engineering
Bachelor of Engineering - BE, Computer Science
Rock Canyon High School
High School Diploma
University of Michigan College of Literature, Science, and the Arts
Bachelor of Science - BS, Honors Mathematics
ABOUT ETHAN SCHNATHORST
Computer Science and Honors Math at UMich
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