Guadalupe Gonzalez
Senior Machine Learning Scientist at CSEM
Basel, Basel-City, Switzerland
Summary
👤
Senior🎓
Top SchoolGuadalupe Gonzalez is a Senior Machine Learning Scientist with eight years of experience specializing in graph deep learning and causal inference for drug discovery, currently on the Prescient Design team at Genentech/Roche. She holds a PhD from Imperial College London where she applied geometric ML to therapeutic lead discovery, and she has bridged academia and industry through a visiting stint at Harvard Medical School. Guadalupe focuses on causal graph models that span molecular to patient-level data, translating cutting-edge research into cross-functional drug discovery efforts. She’s also a committed advocate for women’s health, leading endometriosis initiatives across Genentech and Roche. Notably, her background blends top-of-class engineering training with hands-on biomedical data analysis, from RNA-seq earlier in her career to state-of-the-art geometric deep learning today.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - Computing Graph deep learning for therapeutic lead discovery, Doctor of Philosophy - Computing Graph deep learning for therapeutic lead discovery at Imperial College LondonBachelor's Degree in Biomedical Engineering, Bachelor's Degree in Biomedical Engineering at Universidad Politécnica de Madrid
Spanish, English
Github Skills (18)
causal-inference9
drug-discovery9
genomics9
phylogenetics8
sequence-alignment8
bioinformatics8
geometric-deep-learning8
protein-structure7
biopython6
python6
neural-network5
git4
algorithm3
transfer-learning2
docking1
Programming languages (3)
Github contributions (5)
mims-harvard/PDGrapher
Feb 2024 - Sep 2025
Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks
Contributions:3 PRs, 36 pushes, 1 branch in 1 year 6 months
neural-networkcausal-inferencedrug-discoverygeometric-deep-learninggraph-neural-networks
ggonzalezp/hyperfoods
Aug 2020 - Feb 2021
Contributions:24 commits, 18 pushes, 1 branch in 6 months
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