Daniel Roelfs
Work experience
DNB - Group Security - Group AML
2022 - current
Data Scientist
- Data scientist in the Anti-Money Laundering Group at DNB
- Creating machine learning models using Python, R, and AWS cloud services and putting models in production
University of Oslo - NORMENT - Multimodal Imaging Group
2019 - 22
Doctoral Research Fellow
- PhD position on neuroimaging and genetics
- Running a study from conception through writing the final manuscript, analysis in R, Python, MATLAB, and a variety of additional tools
University of Oslo - NORMENT - EEG Group
2018 - 19
Research Assistant
- Managing EEG data, data preprocessing and analysis, training new EEG testers, performing EEG experiments
Rikshospitalet - Department of Medical Physics
2018 - 19
Research Assistant
- Data collection, management, and processing in an MRI study on sleep deprivation
- Processing and analyzing of data from the video camera
Education
University of Oslo - Faculty of Clinical Medicine
2019 - 22
PhD, Doctoral Education
- Doctoral education at the Institute of Clinical Medicine at the University of Oslo
- Courses relevant to neurobiology, advanced statistics, and other academic and non-academic skills
Lund University - Faculty of Medicine
2016 - 18
MSc, Biomedicine
- Master’s program in Biomedicine at the Faculty of Medicine
- Focus on molecular biology and neuroscience
Utrecht University - University College Roosevelt
2012 - 15
BSc, pre-medical track
- Major in the pre-medical science track, minor in philosophy
- Liberal Arts & Science program
- Honors College
Skills & Languages
Awards
ECIP Oral Finalist
2021
World Congress of Psychiatry Genetics
- Awarded to promising oral presentations from early-career researchers
International Training Grant
2019
Norwegian Research School in Neuroscience
- Grant awarded to scientists to receive training abroad that’ll benefit their research in Norway
Sparbanken Skåne Master Prize
2019
Sparbanksstiftelsen Färs & Frosta, Lund University
- Awarded to the best master theses in the field of neuroscience
Clincial experience
Clinical Chemical Hematological Lab - Gelre Apeldoorn
2016
Phlebotomist
Various departments - Gelre Apeldoorn
2016
Assistant nurse
Commissions
DNB Data Science Meetup
2023 - current
Committee Member
NRSN Annual Conference
2019 - 21
Committee Member
- Organization of the national conference of the Norwegian Research School for Neuroscience its members
The Netherlands Red Cross Student Desk Zeeland
2014 - 15
General Board Member (Fundraising portfolio)
Portfolio
I occasionally write blogposts that serve as tutorials or showcases for how I solve certain data science problems
danielroelfs.com
danielroelfs.app
- Collection of apps for various uses, self-hosted from a Raspberry Pi (described here)
- Apps created in Flask and Shiny
Bilkollektivet Trip Cost Calculator
- Shiny app to estimate the cost of a car rental through Bilkollektivet
Presentations & Talks
- Slides and resources for public talks, workshops, and presentations I’ve given since 2019
Introduction To Basic Statistics in R
- Online book to help medical researchers get started in R
Selected publications
- D Roelfs, …, T Kaufmann Genetic overlap between multivariate measures of human functional brain connectivity and psychiatric disorders. Nature Mental Health. doi: 10.1038/s44220-023-00190-1 preprint: 10.1101/2021.06.15.21258954
- D Roelfs, …, T Kaufmann Shared genetic architecture between mental health and the brain functional connectome in the UK Biobank. BMC Psychiatry. doi: 10.1186/s12888-023-04905-7 preprint: 10.1101/2022.06.24.22276846
- D Roelfs, …, T Kaufmann Phenotypically independent profiles relevant to mental health are genetically correlated. Translational Psychiatry. doi: 10.1038/s41398-021-01313-x preprint: 10.1101/2020.03.30.20045591
- I Voldsbekk, …, D Roelfs, …, II Maximov Sleep and sleep deprivation differentially alter white matter microstructure: A mixed model design utilising advanced diffusion modelling. NeuroImage. doi: j.neuroimage.2020.117540 preprint: 10.1101/ 2020.08.24.259432
For an extended list of publications, see the publications list on my website, ORCID or my Google Scholar profile.
Last updated: 21 August 2024