Academic
Research interests, coursework, and academic work.
Research interests
NLP and efficient training: how much a model can learn when compute and time are tight. My bachelor thesis tested this on extractive summarization with a transformer trained from scratch in 12 hours.
Thesis
Racing the Clock: Training a Transformer from Scratch for Extractive Summarization
Bachelor thesis, Vrije Universiteit Amsterdam, 2025
Key coursework
- Machine Learning
- Deep Learning
- Computer Vision
- NLP
- Statistics
- Linear Algebra
- Algorithms
- Reinforcement Learning
- Ethics of AI
Achievements
Achievement or award
2025Hackathon win, scholarship, student org — whatever you're proud of.
Another achievement
2024What it was and why it mattered to you.