Vincent Menger

Machine Learning Engineer at UMC Utrecht

Randstad, Netherlands
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Summary

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Senior
🎓
Top School
Vincent Menger is a Machine Learning Engineer with eight years of experience applying ML and NLP to healthcare and learning analytics, currently driving projects at UMC Utrecht. He holds a PhD in Computer Science (Knowledge Discovery in Clinical Psychiatry) and has built data science teams and production-ready data infrastructures that translate electronic health record insights into improved psychiatric care. His background blends rigorous academic research with hands-on engineering from roles at Utrecht University, UMC Utrecht, and Snappet, and he brings particular expertise in the technical, ethical, and organizational challenges of real-world healthcare data. Known for pairing advanced models with practical deployment in clinical settings, he focuses on positive societal impact through scalable, interpretable solutions.
code9 years of coding experience
job6 years of employment as a software developer
bookBachelors, Cognitive Artificial Intelligence, Bachelors, Cognitive Artificial Intelligence at Utrecht University
languagesDutch, English, western frisian
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Github Skills (50)

text-processing10
text-mining10
information-extraction10
identifier9
python9
msr9
json-api9
natural-language-processing9
simple-framework9
uid9
de-identification9
nlp9
deidentify8
incremental-learning8
webservice7

Programming languages (3)

C++Jupyter NotebookPython

Github contributions (5)

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umcu/deduce-service

Feb 2021 - Jan 2023

Web Service for Deduce, a Python library for de-identification of Dutch medical text
Contributions:2 reviews, 26 PRs, 27 pushes in 1 year 11 months
de-identificationpythonwebservice
vmenger/deduce

Sep 2017 - Dec 2022

Contributions:279 commits, 1 push, 1 branch in 5 years 3 months
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