👋, I'm Jelle Teijema
PhD Student at Utrecht University
Hi! I am an applied data scientist and PhD candidate at Utrecht University, using applied data science, open science, generative AI, and behavioral science in my research.
Pss, looking for Kitten Quad 🐈?
Research Areas
Applied Data Science
Data science focuses on predicting what will happen and creating new insights by developing algorithms and models for complex datasets
Machine Learning
Working models that improve prediction, classification, and decision-making in natural language processing and other areas.
Open Science
In my work, I promote transparency, reproducibility, and FAIR data practices in scientific workflows.
Generative AI
Working with generative AI models, with a focus on making them reproducible, consistent, and fair. These systems can easily produce low-quality output, so my work emphasizes careful, minimal application rather than overuse.
Natural Language Processing
I use NLP techniques to understand and analyze (scientific) text.
Systematic Review Automation
I work on tools that accelerate and enhance evidence synthesis with active learning.
Recent Publications
Echo State and Band-pass Networks with aqueous memristors: leaky reservoir computing with a leaky substrate
Chaos: An Interdisciplinary Journal of Nonlinear Science • 2025/9/12
Large-scale simulation study of active learning models for systematic reviews
International Journal of Data Science and Analytics • 2025/5/2
Makita—A workflow generator for large-scale and reproducible simulation studies mimicking text labeling
Software Impacts • 2024/9/1