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Jelle Teije.ma

Utrecht, The Netherlands 🇳🇱 (Dutch Nationality)
Age: 28
PhD Candidate @ Utrecht University
Research Data Scientist @ ASReview
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Summary

PhD candidate specializing in applied data science, (explainable) machine learning, natural language processing, and AI-driven support systems. My current research focuses on optimizing decision-making tasks using data-driven simulation studies and active learning techniques. I'm motivated to use my academic knowledge for meaningful purposes, working on societal challenges and contributing to solutions that positively impact society.

Current PhD Research

My PhD research is within the ASReview project, a machine learning-based tool designed to optimize the screening process in systematic literature reviews. My role involves managing research data, developing and testing machine learning models, and building the simulation platform for evaluation. I also focus on explainable AI methods to translate complex model outcomes into understandable insights. I believe the primary task of a data scientist is to understand real-world problems and formulate these into data-driven problems, and subsequently provide practical, understandable solutions.

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