Carles Verge
Senior Machine Learning Engineer 2 at Recursion
Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolCarles Verge is a Senior Machine Learning Engineer with over a decade of experience applying biophysics and computational methods to accelerate drug and biologics discovery. He pairs a PhD in Physical Chemistry and hands-on molecular modeling expertise with scalable ML infrastructure—building automated pipelines (Airflow/Prefect), cloud-deployed models, and DevOps/MLOps practices to close the design-make-test cycle. His career spans academia and startups, where he has integrated molecular simulations, chemoinformatics, phage/lentiviral screening data and NGS to drive peptide library design and lead optimization. At Recursion and Cyclica he led production ML efforts for virtual screening and iterative experimental feedback, often translating structural biology insights into deployable models. Comfortable communicating complex science to product and engineering teams, he uniquely bridges detailed molecular intuition with large-scale engineering for reproducible drug discovery workflows.
11 years of coding experience
14 years of employment as a software developer
University of SevilleDoctor of Philosophy (PhD) Physical Chemistry, Doctor of Philosophy (PhD) Physical Chemistry at Universidad de GranadaM.Sc. Bioinformatics and Computational Biology, M.Sc. Bioinformatics and Computational Biology at Universidad Complutense de MadridB.Sc. Biology, B.Sc. Biology at Universitat de Girona
English, Spanish, Catalan
Github Skills (11)
tsne9
drug-discovery7
discovery7
pytorch6
deep-learning6
graph-neural-network5
machine-learning5
revit-api2
jedi2
python2
autocomplete2
Programming languages (2)
Github contributions (5)
ccorbi/ccorbi.github.io
Jun 2019 - Mar 2024
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:65 pushes in 4 years 10 months
templategithub-pages-templatemmistakesmistakesjekyll
kim-lab/NGSKit
Aug 2016 - Mar 2020
Contributions:82 pushes, 2 branches in 3 years 7 months
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