Max Homilius
Principal Data Scientist
Columbus, Ohio, United States
Summary
👤
Senior🎓
Top SchoolMax Homilius is a Principal Data Scientist with 11 years of experience at the intersection of computational biology and machine learning, currently leading translational ML efforts at Mass General Brigham. He has built deep learning models across diverse biomedical modalities—from blood cytometry and ECGs to clinical notes—and translated learned representations into biobank-scale genetic association studies. His work bridges integrative multi-omics analyses and novel phenotype engineering, including cellular perturbation responses and deep learning-derived cardiac traits. Trained at Princeton and Cambridge with a background in bioinformatics, he blends rigorous computational research with practical deployment in clinical and hospital settings. A less obvious strength is his sustained track record of turning methodological advances from postdoc research into production-ready analytics used in large healthcare organizations.
11 years of coding experience
7 years of employment as a software developer
MPhil, Computational Biology, MPhil, Computational Biology at University of CambridgeBachelor of Science - BS, Bioinformatics, Bachelor of Science - BS, Bioinformatics at Freie Universität BerlinDoctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at Princeton University
Github Skills (21)
medicine8
visual-question-answering7
medical6
nlp5
keras5
r-package5
machine-learning4
de-identification4
deep-learning3
tensorflow3
transformer3
architectures3
transformers3
bash2
imputation1
Programming languages (6)
Github contributions (5)
mxhm/umap
Jun 2021 - Feb 2023
Uniform Manifold Approximation and Projection
Contributions:2 PRs, 5 pushes in 1 year 8 months
projectiondimensionality-reductiontopological-data-analysisapproximationmanifold
obi-ml-public/ehr_deidentification
Feb 2022 - Jun 2022
Robust de-identification of medical notes using transformer architectures
Contributions:5 releases, 5 commits, 4 pushes in 3 months
nlparchitecturesnotestransformersmedical-notes
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