Caroline Weis
Senior AI ML Engineer For Biomedical AI at GSK
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolCaroline Weis is a Senior AI/ML Engineer specializing in biomedical AI with nine years of experience bridging cutting-edge research and industry impact at GSK.ai. Currently pursuing a PhD in Machine Learning for Healthcare at ETH Zurich, she builds predictive models for antimicrobial resistance from MALDI-TOF mass spectrometry using topological data analysis, kernel methods and optimal transport. Her work also spans survival analysis on human genotypes and single-cell cancer data, reflecting a strong focus on personalized medicine and translational bioinformatics. At GSK she leads applied ML efforts that bring research-grade methods into production for real-world drug discovery and diagnostics. Known for combining rigorous theory with practical engineering, she keeps actively engaged with time-series EHR methods and graph/kernel research trends to inform her projects. Based in Zurich, she pairs deep academic training with hands-on industry experience to tackle clinically relevant ML problems.
8 years of coding experience
3 years of employment as a software developer
Master of Science (M.Sc.), Master of Science (M.Sc.) at Eidgenössische Technische Hochschule ZürichBachelor of Science (B.Sc.), Bachelor of Science (B.Sc.) at Friedrich-Alexander-Universität Erlangen-NürnbergDr. sc. ETH Zurich, Dr. sc. ETH Zurich at ETH Zürich
German, English, French
Github Skills (10)
quantile9
mass9
spectra9
prediction9
orange8
kernel7
machine-learning2
python2
mahjong1
data-science1
Programming languages (2)
Github contributions (5)
BorgwardtLab/maldi_PIKE
Jan 2020 - Apr 2022
Code for 'Topological and kernel-based microbial phenotype prediction from MALDI-TOF mass spectra'
Contributions:8 commits, 2 PRs, 7 pushes in 2 years 2 months
kernelorangetofpredictionquantile
cvweis/cvweis.github.io
Jun 2023 - May 2024
Contributions:11 pushes, 1 branch in 10 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.