- Post-doctoral research fellow 2026 - Ongoing Ghent University (UGent)
- PhD in Bioscience Engineering - Mathematical Modelling 2021 - 2026 Ghent University (UGent)
- MSc in Statistics and Data Science 2021 KU Leuven
- BSc in Engineering Management (IE track) 2017 Arizona State University
Biovism team
Nusret Ipek
Post-doc
Ghent University (UGent)
Dr. Nusret Ipek has been involved in a range of projects at the intersection of computer vision, statistical modelling, and machine learning. He builds end-to-end pipelines that turn large video and pairwise datasets into reliable behavioural interpretations, such as detecting agonistic interactions and deriving social hierarchies. In parallel, he applies deep learning to pharmaceutical quality control, delivering validated inspection methods with sub-second inference that can be deployed in both academic and industrial settings.
Interests
- Computer vision
- Machine learning
- High-performance computing
- Statistical analysis
- NLP
Education
Research
Latest Publications
AniDomNet: A sequential pairwise model for inferring dynamic animal dominance hierarchies
Methods in Ecology and Evolution - 2025
A deep learning approach to perform defect classification of freeze-dried product
International Journal of Pharmaceutics - 2025
Automated particle inspection of continuously freeze-dried products using computer vision
International Journal of Pharmaceutics - 2024
Cage enrichment to minimize aggression in part-time group-housed female breeding rabbits
Frontiers in Veterinary Science - 2024
Quantifying agonistic interactions between group-housed animals to derive social hierarchies using computer vision: a case study with commercially group-housed rabbits
Scientific Reports - 2023