Applied AI Researcher · EngD @ TU/e × Woonbedrijf · NLP for social housing
I build and fine-tune language models for real-world social impact, currently researching synthetic tenant comment generation and tenant discourse analysis (sentiment, intent, and post relatedness) for Dutch social housing associations.
Previously: NLP Engineer @ Kickstart AI · Data Scientist @ HousingAnywhere MSc Artificial Intelligence, University of Groningen
I'm always happy to connect, whether it's about NLP research, social housing tech, or just a good conversation. Feel free to reach out!
Stack: Python · HuggingFace · PyTorch · LoRA/QLoRA · FastAPI · LangChain · Azure · Power BI
| Repo | Description |
|---|---|
| engd-WP1_AnSoMe_analyze_social_media | Ensemble of fine-tuned BERT models (GroNLP, DeBERTa, RobBERT) for Dutch comment intent classification, Ensemble for Sentiment Detection, Similarity for relatedness and K-Means Clustering on these dimensions for Discourse type. Blog here |
| engd-wp2-comment-generation | Synthetic Dutch tenant comment generation — few-shot, objective & multi-task fine-tuning approaches |
| Repo | Description |
|---|---|
| hack-bunq-hackathon-7.0 | Voice-first iOS app that collapses meal planning, shopping lists, payments, and macro tracking into a single conversational flow. |
| hack-bunq-hackathon-agents-6.0 | AI Agents powered dashboard that analyzes your spending habits, estimates your carbon footprint, and encourages climate-friendly financial decisions |
| hack-Tech-Europe-Hackathon26---Clash-Royal-Analyst | ESPN-style post-match Clash Royale analysis with AI coaching. Upload match recording → get a full broadcast-quality breakdown: deck matchup stats, AI coaching commentary, and a generated highlight video. |
| Repo | Description |
|---|---|
| msc-thesis-multilabel-audio-uncertainty | MSc thesis: multi-label audio classification with ResNet50 + MC dropout uncertainty estimation |
| msc_music-genre-classification | Music genre classification using MFCCs — dense NN vs CNN (GTZAN dataset) |
| msc-handwritten-text-recognition | Handwritten line recognition with CTC loss + beam search + character language model (IAM dataset) |
| msc-bigcats-image-classification | Big cats image classification — RF, SVM, KNN with SIFT/MDS/raw pixels + ensemble voting |
| Repo | Description |
|---|---|
| proj-twitter-sentiment-lstm | Tweet sentiment classification using BiLSTM (The Social Dilemma dataset) |
| proj-airfoil-design-surrogate | Airfoil design space exploration and surrogate model benchmarking (NACA 2412) |
📍 Eindhoven, Netherlands · LinkedIn