About Rens

Rens’s journey towards full professor and co-founder of the FwdFaster AI Group was unconventional. He began by barely passing his HAVO exams (Sof note: HAVO is the second-highest high school level, preparing students for professional higher education rather than academic research universities). He went on to study Medical Imaging Techniques (HBO) and, after completing this program, he travelled to Tanzania to volunteer for 9 months at a mission post in Bagamoyo. Upon returning, he began working in the X-ray department at University Hospital Utrecht, but after a couple of years, he decided to study Psychology at Utrecht University. To pay for his tuition, he worked night shifts at the emergency room and studied during the day. He completed his Psychology bachelor’s degree with a minor in juvenile delinquency and graduated cum laude (the highest level) from the Research Master’s in Development and Socialization of Children and Adolescents.

Driven by a passion for science, Rens pursued a PhD at Utrecht University, completing it cum laude in 2010. His dissertation, focused on applying Bayesian statistics to real-world data with small sample sizes, earned him the distinguished APA award for best dissertation in the Quantitative and Qualitative Methods division. This success immediately launched his academic career; in 2011, he was awarded a VENI grant from the Dutch Research Council (NWO) to integrate background knowledge into Bayesian models. His reputation as a methodological expert quickly garnered international recognition; he was appointed Extraordinary Professor at Optentia (North-West University, South Africa) and became a sought-after instructor for advanced statistical courses, including StatsCamp and numerous workshops on Mplus. Crucially, he applied these methodological innovations directly to societal challenges through extensive collaborations with institutes such as the Brandwonden Stichting (Association of Dutch Burn Centres), the Helen Dowling Institute, and many others. These partnerships allowed him to address high-stakes clinical questions, ranging from burn survivor recovery to chronic cancer-related fatigue, where data is inherently scarce. 

This research line culminated in a prestigious VIDI grant in 2016, enabling him to establish a research group focused on “Experts, their prior knowledge, and the issue of limited data”. His academic impact was further recognized by his election to the Young Academy of the Royal Netherlands Academy of Arts and Sciences (KNAW) in 2016. Shortly thereafter, he was elected to the Society of Multivariate Experimental Psychology (SMEP). In 2019, within just ten years of his PhD, this trajectory culminated in his appointment as Full Professor at Utrecht University with a chair specifically focused on Solutions for Small Samples.
 
When he was working on a systematic review on trajectories of PTSS after traumatic events, he realized that manual screening of scientific literature was becoming humanly impossible. Therefore, he initiated the development of ASReview, an open-source framework that uses NLP methods for prioritized screening. This work demonstrated that active learning could save weeks of screening time without compromising quality. This breakthrough paved the way for the global success of ASReview, which has been validated in numerous studies, used by hundreds of thousands of researchers, and is now integrated into full production for creating medical guidelines. Subsequently, he was appointed Director of the AI-Lab on AI-Aided Knowledge Discovery, a community-driven research initiative that utilizes AI, natural language processing, and machine learning to analyze large volumes of text data. His leadership in this domain was further solidified by a prestigious VICI grant, enabling him to continue investigating the complex interaction between human and machine bias, optimize domain-specific hyperparameter training, and integrate expert elicitation procedures developed in his earlier work to further democratize AI-aided knowledge discovery.
 
Ultimately, to bridge the widening gap between rapid scientific advancements and their practical implementation, together with Jonathan de Bruin and Frans Folkvord, Rens established the FwdFaster AI Group. This science venture was founded specifically to execute high-velocity research and consultancy projects that extended beyond the university’s core academic mandate and to significantly upscale the management of European research consortia. Currently, Rens directs the executive AI strategy for multiple Innovative Health Initiative (IHI) projects, including the Hospital@Home consortium. The venture’s goal is to empower experts within major organizations, from the World Health Organization (WHO) to industry leaders like Philips, by validating and fine-tuning AI pipelines to ensure they are capable, effective, and trustworthy. Through this work, they envision a future where AI functions not as a replacement for experts, but as a “Super Assistant,” allowing professionals to reclaim their unique human value, fully focus on their patients and clients, or work on the next major breakthrough.

Throughout the years

Rens's Timeline

When Rens was working on particular projects, when he got a new position. You can all find it here!

October 1, 1992 — June 19, 1996

Higher Level Secundary Education

Secundary education at 'Eckartcollege' in Eindhoven. Main courses entailed Dutch, English, mathematics, physics, biology and history.

September 1, 1996 — January 28, 2000

Medical Imaging Techniques

After completing his secondary school, het started studying at Higher Vocational Education at Fontys University of Applied Sciences, Eindhoven, the Netherlands.

April 2000 — August 2000

Team Leader Day Care Center

To bridge the gap between graduating from Fontys and leaving the Netherlands for conducting volunteer work in Tanzania, he worked for a couple of months at day care center 'De Denneblok' in Son en Breugel, the Netherlands.

September 2000 — May 2001

Volunteer at Missionary Post

Via the organization "Missie en Jongeren", now called Edukans, Rens stayed for 8 months at the mission post in Bagamoyo, Tanzania.

June 11, 2001 — February 1, 2006

X-ray Technician

After returning to the Netherlands, Rens started working at the Utrecht Medical Center. Initially on a full time basis, until he started his psychology bachelor, then part time. During his bachelor he mainly worked in night shifts at the emergency department and studied during day-time.

September 1, 2002 — August 1, 2005

Psychology Bachelor

Rens studied psychology at Utrecht University, with a minor in Juvenile Delinquency

September 1, 2005 — June 30, 2007

Research Master

Rens had completed a research master programme in Development and Socialization of Children and Adolescents, also cum laude. The programme focuses on both normal and abnormal development processes. Explicit attention is given to the study of interventions and risk factors in children’s and adolescent’s cognitive and social-emotional development and adjustment. Hist master thesis on popularity and anti-social behavior was published in the Journal of Adolescence.

October 1, 2005 — May 31, 2006

Research and Teaching Assistant

During his research master, Rens started working as research and teaching assistent at the faculty of Social Sciences, department methods and statistics, Utrecht University. Here he first came to know about Bayesian statistics.

July 1, 2007 — October 31, 2010

PhD on Informative Hypotheses

Rens Obtained his PhD cum laude at the department of Methodology & Statistics at Utrecht University and after only 3.5 years. The title of his dissertation is "Informative Hypothesis: How to move beyond classical null hypothesis testing". His thesis can be download from the Utrecht University repository.

September 1, 2008 — July 1, 2009

Chair PhD Network Utrecht

During his PhD-student period Rens was chair of the university-wide PhD council Prout. He organized the first edition of the PhD-day and invited Jorge Cham (known from PhD-comics) to inspire young researchers. He also fought bravely against the introduction of the bursary system.

October 27, 2010

Mplus User Meetings

Together with Joop Hox and Peter Lugtig, Rens started organizing yearly Mplus Users meetings. The aim of the Dutch Mplus Users Group is to bring together international users of Mplus and to share information, learn about new developments and discuss solutions for typical Mplus problems. We will organize such meetings twice a year for all interested researchers (applied researchers, statisticians & methodologists). New meetings are still yearly organized!

November 1, 2010 — June 30, 2015

Assistant Professor

Directly after obtaining his PhD, he was appointed as assistant professor at the Methodology and Statistics department at Utrecht University in the group of Herbert Hoijtink.

January 1, 2011 — December 31, 2015

VENI Grant

Rens received the prestigious VENI grant from the Netherlands Organization of Science (NWO) to start his own research line. The topic of this grant is integrating background knowledge about traumatic stress experienced after trauma into statistical models assessing individual change over time.

August 30, 2011 — September 1, 2013

President Early Researchers Union

Rens was president of the Early Researchers Union of the European Association of Developmental Psychology. Among many activities he organized a writing week for young scholars and they were able to publish 5 papers!

July 10, 2012

Extra-ordinary Professor

Rens was Appointed as Extra-ordinary Professor at the Optentia Research Programme at North-West University in South Africa.

August 2012

Associate Editor EJDP

Rens was appointed associate editor of the European Journal of Developmental Psychology where he deals with the section Developmetrics. The aim of the Developmetrics Special Section is twofold: to offer a pool of publications for reference when writing a paper featuring use of an instrument that has been investigated already; to publish useful and relevant data on the cross-cultural use of instruments.

April 2013 — April 2017

International Multilevel Conference

Rens started organizing the International Multilevel Conferences together with Joop Hox (now retired), Leoniek Wijngaard and Mirjam Moerbeek. The conferences are about all aspects of statistical multilevel analysis: innovative applications, theory, software, and methodology.

July 20, 2013

APA Award

Rens was awarded the APA award for the best dissertation in the field of Quantitative and Qualitative Methods (division 5). A list of the winners.

July 1, 2015 — December 31, 2018

Associate Professor

Rens was appointed as associate professor at the Methodology and Statistics department at Utrecht University

January 1, 2016 — December 31, 2020

VIDI Grant

Rens has received the highly regarded, prestigious VIDI grant from the Netherlands Organization for Scientific Research (NWO) to start one’s own research group. The VIDI grant is awarded to outstanding scholars only: exclusively the top 10% of the international peer group can get this type of funding allocated to them. The topic of his grant is conducting research on the inclusion of expert opinions in statistical analyses when data is limited.

March 29, 2016 — March 29, 2021

Young Academy Member

Rens became member of the Young Academy (Jonge Academie) of The Royal Netherlands Academy of Sciences (KNAW). This is an association inviting annually only the ten most-inspiring, academically challenging scholars from any discipline to become a member. He uses this position to promote responsible research practices and transparency amongst scholars, as well as a healthy working environment for scholars in the project called “Livingroom of Science”.

December 1, 2016

FD-Young Circle member

Rens was asked to become ambassador of FD-Young Circle, a group of young thinkers discussing how to take the Netherlands to the next step. In the FD young circle, scholars, business people and civil servants are collaborating together to find answers to contemporary challenges in Dutch society.

January 1, 2018 — 2024

ASREVIEW

Rens and his team obtained a grant from the Research IT programme for innovative research projects and stareted the project Automated Systematic Reviewing (ASReview).

April 2018 — April 2020

S4 conference

Rens started organizing the S4 Conferences. S4 stands for "Small Sample Size Solutions" and the conferences are about all aspects of statistical and methodological solutions for dealing with small samples.

September 1, 2018 — 2024

Elected SMEP-member

Rens was elected member of the the Society of Multivariate Experimental Psychology (SMEP). SMEP is ann organization of researchers interested in multivariate quantitative methods and their application to substantive problems in psychology and related fields. Many distinguished scientists in this field have been active members of SMEP.

January 1, 2019 — January 1, 2024

Full Professor

Rens was appointed as Full Professor of Statistics for Small Sample Sizes

January 21, 2020

Oratie

Een jaar na zijn benoeming tot hoogleraar zal hij op dinsdag 21 januari zijn oratie houden getiteld " Machines Vervangen Wetenschappers".

Some kind words

Let’s connect and explore
opportunities together

ⓒ 2026 / rensvandeschoot.com