Elisa Warner
Staff Machine Learning Scientist at Visa
Austin, Texas, United States
Summary
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Top SchoolElisa Warner is a Staff Machine Learning Scientist and bioinformatician with a PhD from the University of Michigan, bringing eight years of hands-on ML and software experience and a decade of coding across Python and R. She has published 18 papers with 300+ citations for work that spans multimodal and privileged learning, and during a Genentech internship she accelerated histology-to-RNA models by redesigning preprocessing and dataset pipelines to be 100x faster. At Visa and in academic labs she combines production-grade ML engineering (PyTorch, TensorFlow, scikit-learn) with domain expertise in genomics, spatial transcriptomics, imaging and clinical data. Known for strong documentation and reproducible research practices, she also has practical data engineering and web-scraping experience from startup work and is fluent in German with formal training in health informatics.
8 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD Bioinformatics, Doctor of Philosophy - PhD Bioinformatics at University of MichiganMaster of Public Health - MPH Molecular Epidemiology, Master of Public Health - MPH Molecular Epidemiology at University of Michigan School of Public Health
German, Polish, Chinese, Spanish, French, Korean
Github Skills (12)
flickr5
api4
javascript3
react3
nodejs3
editing3
collaboration2
svm2
machine-learning1
python1
cpp1
java1
Programming languages (2)
Github contributions (5)
elisawarner/Biological-Age-Project
Jul 2017 - Apr 2020
Contributions:23 commits, 19 pushes, 1 branch in 2 years 9 months
elisawarner/elisawarner.github.io
Jan 2025 - Jan 2025
Contributions:147 pushes, 1 branch in 9 days
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