Daan Geijs

Solution Delivery Lead at Romion Health

Nijmegen, Gelderland, Netherlands
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Summary

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Senior
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Top School
Daan Geijs is a Solution Delivery Lead and machine learning engineer with nine years of experience at the intersection of biomedical imaging, computational pathology, and healthcare software delivery. Trained in Biomedical Engineering (University of Twente) with an MSc in Science Education, he transitioned from teaching physics to a PhD project implementing deep learning into pathology workflows for skin cancer, then moved into deploying AI in hospitals as a forward-deployed engineer. He builds production-ready systems (Django/Wagtail, AWS, Terraform) and has led development of health-focused platforms while freelancing on software engineering projects. Known for marrying rigorous academic research—tumor segmentation and IHC image analysis—with pragmatic deployment, he now focuses on agentic AI and scalable clinical integrations. Based in Nijmegen, he combines hands-on model work with delivery leadership, making complex AI tools usable for frontline clinicians.
code9 years of coding experience
job1 year of employment as a software developer
bookMaster’s Degree Science Education and Communication, Master’s Degree Science Education and Communication at University of Twente
bookHigh School Voorbereidend Wetenschappelijk Onderwijs, High School Voorbereidend Wetenschappelijk Onderwijs at St.- Ludger College
bookNatuurkunde en Wiskunde B, Natuurkunde en Wiskunde B at Boswell-Beta
languagesEnglish, German, Dutch
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Github Skills (42)

reproducible-research10
wsd10
django-rest-framework10
medical-imaging10
computer-vision10
biomedical10
javascript9
imaging9
python9
django9
machine-learning9
docker9
neuroimaging9
iterator8
histopathology8

Programming languages (5)

C++TeXJavaScriptHTMLPython

Github contributions (5)

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daangeijs/dekeukenvandael.nl

Jan 2023 - Mar 2025

This repo contains the sourcecode of the website https://dekeukenvandael.nl, a hobby food blog project.
Contributions:248 PRs, 443 pushes, 196 branches in 2 years 2 months
daangeijs/daangeijs.nl

Jan 2023 - Mar 2025

This repo contains the sourcecode of the website https://daangeijs.nl, my personal website. It is built using Hugo, a static site generator. The theme is based on PapermodX.
Contributions:15 PRs, 119 pushes, 13 branches in 2 years 1 month
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Daan Geijs - Solution Delivery Lead at Romion Health