Data science and AI projects I've worked on — from school work to personal experiments.
Note: Some project code cannot be shared publicly due to NDA agreements.
Featured Projects
Computer vision pipeline that detects IBC containers, barrels, and jerry cans in very-high-resolution satellite and aerial imagery — linked to illegal chemical waste dumping across the Netherlands. Automated image retrieval from Satellietdataportaal and PDOK APIs, with an interactive dashboard featuring human-in-the-loop feedback.
A program that guesses what you're drawing in real-time, displaying confidence percentages as you sketch. Built entirely from scratch with NumPy — no deep learning frameworks. Currently supports 10 drawing categories — the goal is to make it browser-based so visitors can try it live.
| Year | Project | Context | Built with |
|---|---|---|---|
| 2026 | Portfolio Website | Personal |
HTML
CSS
JavaScript
|
| 2025 | SERENE — Energy Forecasting | School · EU H2020 |
XGBoost
LSTM
FastAPI
Streamlit
|
| 2025 | Car Price Prediction — MLOps Pipeline | School |
DVC
MLflow
MinIO
FastAPI
Streamlit
|
| 2025 | Kadaster Rechtsfeiten Challenge | School · Kadaster |
Dutch BERT
TF-IDF
Scikit-learn
NLP
|
| 2024 | NS Train Departure Display | Personal |
Python
NS API
GUI
|
| 2024 | Goudappel — Traffic & Mobility Analysis | School · Goudappel |
Python
Data Analysis
|