---
title: Braincreators | Research & Education
description: Explore Braincreators’ cutting‑edge AI studies in visual inspections. Learn how our domain‑expert research fuels smarter solutions for real‑world challenges.
image: https://www.braincreators.com/hubfs/AI_020_8596.jpeg
---

![Maarten Stol research & education](https://www.braincreators.com/hs-fs/hubfs/IMG_9416.jpeg?width=300&name=IMG_9416.jpeg)

# Research & Education

## We contribute and give back to the community

 Maarten Stol leads our science and research department since 2016 By welcoming talent to work with us on research projects and sharing our learnings publicly, we stay on the cutting edge of AI research.

Internships

Since 2016, we've welcomed the best talents for internships and graduation projects. They gain practical experience, and we benefit from their innovative ideas.

![DSC07294-1](https://www.braincreators.com/hs-fs/hubfs/DSC07294-1.jpg?width=300&name=DSC07294-1.jpg)

Research

We are active in the AI research community as guest lecturers, workgroup members, and researchers.

![Braincreators Research](https://www.braincreators.com/hs-fs/hubfs/IMG_9021.jpeg?width=300&name=IMG_9021.jpeg)

Talks & Panels

We speak at events, participating in podcasts, and engaging in interviews and discussions.

![Braincreators out of the box](https://www.braincreators.com/hs-fs/hubfs/IMG_0655.jpg?width=300&name=IMG_0655.jpg)

 Maarten Stol

 Internships

 Research

 Appearances

Maarten StolInternshipsResearchAppearances

 Chief Scientific Officer

## Maarten Stol

![Maarten Stol](https://www.braincreators.com/hs-fs/hubfs/Maarten%20Stol.png?width=300&height=318&name=Maarten%20Stol.png)  
Maarten excels at bridging the gap between cutting-edge AI research and the industry's demand for scalable software products.  He earned his **M.Sc. in Artificial Intelligence** from the University of Amsterdam in 2000, focusing on computational logic and nature-inspired optimisation algorithms. His early interests spanned automated theorem proving to genetic algorithms and neural network technology.

Joining Braincreators in 2016, Maarten has since delved into a wide range of Machine Learning research topics at the intersection of industry and academia. His work on areas like **object detection models, deep clustering, and neural network compression** has directly led to new product features, exciting academic thesis projects, and publications, successfully attracting young talent to the company. 

He works closely with BrainCreators' ML teams today, offering guidance on experiment design, ML deployment monitoring, and developing their technical skills.

Before BrainCreators, Maarten gained diverse experience as a teacher, researcher, consultant, and software developer, often within innovative start-ups. Now, he advises industry partners on **AI adoption, explainable AI, and aligning AI potential with client needs**. He regularly shares his insights on the interplay between AI academia and industry through speaking engagements and contributions to BrainCreators' "Insights" blog.

Committed to knowledge sharing, Maarten became a lecturer for the **Master of Applied AI at the Amsterdam University of Applied Sciences (HvA)** in 2023. Further deepening his academic pursuits, he joined the "**Learning and Reasoning**" group at the **Vrije Universiteit Amsterdam (VU)** in 2024 as a guest researcher. There, he is pursuing his Ph.D. in Neuro-Symbolic AI, happily reuniting his foundational love for logic and knowledge engineering with his professional experience in deep learning. His current academic research focuses on integrating symbolic knowledge into differential Machine Learning optimization and addressing challenges in Neuro-Symbolic benchmarking design.

 Graduating in applied AI reality

## Internships

Since 2016, many students have joined us as interns; some have started their careers with us after graduation. Interested in applying? Pass your first test by contacting us!

![Shantanu Motiani](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1726694469172.jpeg?width=300&name=1726694469172.jpeg)

TOUCH

Shantanu Motiani Data Scientist

<https://www.linkedin.com/in/shantanu-motiani/>

Shantanu Motiani Data Scientist

![Joely Lin](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1743596534571.jpeg?width=300&name=1743596534571.jpeg)

TOUCH

Joely Lin Machine Learning Engineer

<https://www.linkedin.com/in/joely-lin-52bba92a5/>

Joely Lin Machine Learning Engineer

![micha de groot](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/micha%20de%20groot.jpeg?width=300&name=micha%20de%20groot.jpeg)

TOUCH

Micha de Groot ML & Backend Engineer

<https://www.linkedin.com/in/micha-de-groot-305a8175/>

Micha de Groot ML & Backend Engineer

![1629315750226](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1629315750226.jpeg?width=300&name=1629315750226.jpeg)

TOUCH

James Bonello Machine Learning Engineer

<https://www.linkedin.com/in/james-bonello-8663bb52/>

James Bonello Machine Learning Engineer

![Roos Janssen](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1641831423392.jpeg?width=300&name=1641831423392.jpeg)

TOUCH

Roos Janssen Product Manager

<https://www.linkedin.com/in/roos-janssen-b40732133/>

Roos Janssen Product Manager

![Stijn Verdenius](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1638953322959.jpeg?width=300&name=1638953322959.jpeg)

TOUCH

Stijn Verdenius Machine Learning Engineer

<https://www.linkedin.com/in/stijn-verdenius-a24650116/>

Stijn Verdenius Machine Learning Engineer

![1723850539542](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1723850539542.jpeg?width=300&name=1723850539542.jpeg)

TOUCH

Mert Yaylaci Machine Learning Engineer

<https://www.linkedin.com/in/mert-yaylaci-008764251/>

Mert Yaylaci Machine Learning Engineer

![Willemijn de Hoop](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1688736113856.jpeg?width=300&name=1688736113856.jpeg)

TOUCH

Willemijn de Hoop Machine Learning Researcher

<https://www.linkedin.com/in/willemijn-de-hoop-72a997170/>

Willemijn de Hoop Machine Learning Researcher

![Andrei Apostol](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1695519028694.jpeg?width=300&name=1695519028694.jpeg)

TOUCH

Andrei Apostol Machine Learning Engineer

<https://www.linkedin.com/in/andrei-apostol-4b7980136/>

Andrei Apostol Machine Learning Engineer

![1689192430814](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1689192430814.jpeg?width=300&name=1689192430814.jpeg)

TOUCH

Mattia Chenuil Data Scientist

<https://www.linkedin.com/in/mattia-chenuil/>

Mattia Chenuil Data Scientist

![Aanavi Sinha](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1736803744588.jpeg?width=300&name=1736803744588.jpeg)

TOUCH

Aanavi Sinha Machine Learning Researcher

<https://www.linkedin.com/in/aanavisinha/>

Aanavi Sinha Machine Learning Researcher

![1518982921413](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1518982921413.jpeg?width=300&name=1518982921413.jpeg)

TOUCH

Thijs Brouwers Machine Learning Researcher

<https://www.linkedin.com/in/thijs-brouwers/>

Thijs Brouwers Machine Learning Researcher

![1704722860557](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1704722860557.jpeg?width=300&name=1704722860557.jpeg)

TOUCH

Guy Veenhof Machine Learning Engineer

<https://www.linkedin.com/in/guy-veenhof-75777921a/>

Guy Veenhof Machine Learning Engineer

![Martine Toering](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1730705552054.jpeg?width=300&name=1730705552054.jpeg)

TOUCH

Martine Toering Machine Learning Researcher

<https://www.linkedin.com/in/martinetoering/>

Martine Toering Machine Learning Researcher

![Irma Mastenbroek](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1704021935808.jpeg?width=300&name=1704021935808.jpeg)

TOUCH

Irma Mastenbroek Deep Learning Intern

<https://www.linkedin.com/in/irma-mastenbroek-2b676688/>

Irma Mastenbroek Deep Learning Intern

![1523115677692](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1523115677692.jpeg?width=300&name=1523115677692.jpeg)

TOUCH

Wenbo Sun PhD Candidate

<https://www.linkedin.com/in/wenbo-sun-8a355135/>

Wenbo Sun PhD Candidate

![1538140197818](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1538140197818.jpeg?width=300&name=1538140197818.jpeg)

TOUCH

Daniel Nobbe Data Scientist

<https://www.linkedin.com/in/daniel-nobbe/>

Daniel Nobbe Data Scientist

![Daniel Lutscher](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1581970045459.jpeg?width=300&name=1581970045459.jpeg)

TOUCH

Daniel Lutscher Machine Learning Researcher

<https://www.linkedin.com/in/ioannis-gatopoulos-296625126/>

Daniel Lutscher Machine Learning Researcher

![Jochem Loedeman](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1697489922362.jpeg?width=300&name=1697489922362.jpeg)

TOUCH

Jochem Loedeman Machine Learning Engineer

<https://www.linkedin.com/in/jochem-loedeman-811322124/>

Jochem Loedeman Machine Learning Engineer

![Hristo Petkov](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1627573174485.jpeg?width=300&name=1627573174485.jpeg)

TOUCH

Hristo Petkov Data Scientist

<https://www.linkedin.com/in/hristo-petkov-1395a216b/>

Hristo Petkov Data Scientist

![Dror Guldin](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1638426454291.jpeg?width=300&name=1638426454291.jpeg)

TOUCH

Dror Guldin Data Scientist

<https://www.linkedin.com/in/dror-guldin-903950a8/>

Dror Guldin Data Scientist

![Noud Corten](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1699891234346.jpeg?width=300&name=1699891234346.jpeg)

TOUCH

Noud Corten Data Engineer

<https://www.linkedin.com/in/noudcorten/>

Noud Corten Data Engineer

![Ioannis Gatopoulos](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1712317909684.jpeg?width=300&name=1712317909684.jpeg)

TOUCH

Ioannis Gatopoulos Machine Learning Engineer

<https://www.linkedin.com/in/ioannis-gatopoulos-296625126/>

Ioannis Gatopoulos Machine Learning Engineer

![Anton Radice](https://5467425.fs1.hubspotusercontent-na1.net/hub/5467425/hubfs/1741347283362.jpeg?width=300&name=1741347283362.jpeg)

TOUCH

Anton Radice Machine Learning Engineer

<https://www.linkedin.com/in/anton-radice/>

Anton Radice Machine Learning Engineer

 We never stop learning.

## Research publications

A selection of papers to which Maarten contributed.

- IID Relaxation by Logical Expressivity: A Research Agenda for Fitting Logics to Neurosymbolic Requirements  
  [https://arxiv.org/abs/2404.19485](https://arxiv.org/abs/2404.19485)
- Prompt Generation Networks for Input-Space Adaptation of Frozen Vision Transformers  
  [https://arxiv.org/abs/2210.06466](https://arxiv.org/abs/2210.06466)
- Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting  
  [https://arxiv.org/abs/2106.10137](https://arxiv.org/abs/2106.10137)
- Mixing Consistent Deep Clustering  
  [https://arxiv.org/abs/2011.01977](https://arxiv.org/abs/2011.01977)
- lipOut: Uncovering Redundant Weights via Sign Flipping  
  [https://arxiv.org/abs/2009.02594](https://arxiv.org/abs/2009.02594)
- Super-resolution Variational Auto-Encoders  
  [https://arxiv.org/abs/2006.05218](https://arxiv.org/abs/2006.05218)
- Pruning via Iterative Ranking of Sensitivity Statistics  
  [https://arxiv.org/abs/2006.00896](https://arxiv.org/abs/2006.00896)

 We share our learnings

## Appearances

Watch for new opportunities and join the conversation on our [LinkedIn](https://www.linkedin.com/company/braincreators/) page.

- ![Rogier Geertzema at JADS](https://www.braincreators.com/hs-fs/hubfs/IMG_7072.jpg?width=5712&height=4284&name=IMG_7072.jpg)
  
   Rogier Geertzema at JADS
- ![Maarten Stol at Martini Plaza](https://www.braincreators.com/hs-fs/hubfs/25075157_1779166995448982_1439677431552375711_o.jpg?width=2000&height=1335&name=25075157_1779166995448982_1439677431552375711_o.jpg)
  
   Maarten Stol at Martini Plaza Groningen
- ![Maarten Stol at Rockstart AI Den Bosch](https://www.braincreators.com/hs-fs/hubfs/IMG_1563.jpg?width=4032&height=3024&name=IMG_1563.jpg)
  
   Maarten Stol at Rockstart AI Den Bosch
- ![Maarten Stol at Science Park Amsterdam](https://www.braincreators.com/hs-fs/hubfs/Image%20uploaded%20from%20iOS%20(7).jpg?width=1599&height=899&name=Image%20uploaded%20from%20iOS%20(7).jpg)
  
   Maarten Stol at Science Park Amsterdam
- ![Maarten Stol at AMSIX](https://www.braincreators.com/hs-fs/hubfs/DehMJfkWsAE3WXu.jpg?width=1024&height=681&name=DehMJfkWsAE3WXu.jpg)
  
   Maarten Stol at AMSIX
- ![Maarten Stol in Ljubljana](https://www.braincreators.com/hs-fs/hubfs/1575311944527.jpeg?width=1234&height=981&name=1575311944527.jpeg)
  
   Maarten Stol in Ljubljana

"Turning AI research into successful software products often feels like standing on the shoulders of giants: I'm trying my best not to fall off while pointing towards the next big thing." - Maarten C. Stol

## Get in touch

Looking for an internship? Interested in having us give a guest lecture, join a podcast, or engage in AI research and education activities? Please complete the form below, and we'll respond soon.

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