Evan Cofer

Senior Machine Learning Scientist at Hippo Harvest

San Francisco Bay Area United States
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Summary

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Evan Cofer is a Senior Machine Learning Scientist in the Bay Area with a decade of experience applying deep learning and scalable algorithms to genomics and synthetic biology. He earned a PhD in Quantitative and Computational Biology from Princeton (advised by Olga Troyanskaya) and completed a postdoc in Debbie Marks' lab at Harvard Medical School, combining rigorous research with hands-on engineering. Evan has moved seamlessly between academia and industry, developing ML-driven bioinformatics at Asimov and now leading ML efforts at Hippo Harvest to translate genomic insights into deployable systems. His background spans large-scale cloud-based analyses of metagenomic datasets, mentorship of students, and production-focused model development. Notably, his undergraduate honors work processed trillions of sequencing reads with deep learning—an early signal of his ability to operationalize massive biological data. He is motivated by using technological innovation to advance scientific knowledge and build scalable solutions for real-world biology.
code10 years of coding experience
job2 years of employment as a software developer
bookHigh School, High School at Keystone School
bookBachelor of Science (B.S.), Computer Science, CS GPA: 3.93, Bachelor of Science (B.S.), Computer Science, CS GPA: 3.93 at Trinity University
bookDoctor of Philosophy - PhD, Quantitative and Computational Biology, Doctor of Philosophy - PhD, Quantitative and Computational Biology at Princeton University
languagesEnglish
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Github Skills (35)

biology10
python10
doi10
machine-learning10
medicine10
deep-learning10
tensorflow10
bioinformatics10
genomics10
computational-biology10
sequence10
data-science9
pytorch9
ml9
deep-neural-networks9

Programming languages (5)

C++NextflowHTMLJupyter NotebookPython

Github contributions (5)

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Contributions:63 pushes, 1 branch in 8 years 10 months
FunctionLab/DeepArk

Sep 2019 - Apr 2021

Contributions:39 commits, 6 pushes, 1 comment in 1 year 7 months
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Evan Cofer - Senior Machine Learning Scientist at Hippo Harvest