AI
8 projects. All projects.
- Digital twin of Spoordok, LeeuwardenA 3D planning tool for a real Leeuwarden district, with a local vision model that scores eye-level views, built on my own and chosen by the Municipality of Leeuwarden as the best concept of the student teams.
- BCP
·classifying Dutch assignments The AI side of an EdTech startup: a Dutch T5 that scores every candidate label by how likely it is to write it, fine-tuned on synthetic assignments generated from 386 real programme descriptions. - TerramentorA study app I built alone and released as 1.0.0 on 2 October 2026: it plans a course against a deadline, verifies the questions the model writes, and schedules review with FSRS-6.
- Language model from scratchA 72M-parameter dialogue transformer I trained from random weights on a dataset I assembled. It wrote Windows commands and Python expressions into its own answers for the app to run; below 0.8 confidence the app answered from a web search instead.
- ZSD Alpha FactoryA market-neutral stock-ranking system that dropped its own deep-learning model on the evidence. The surviving engine backtests at Sharpe 0.94 (survivorship-biased) and has paper-traded since June 2026.
- Aware IntelligenceAn always-on recurrent system in PyTorch that decides from its own internal state when to speak, tested in pre-registered experiments, with a scoring pipeline built for a public anomaly-detection benchmark.2026 AI
- HousingBotA Telegram bot that watches the Eindhoven rental market on Pararius, Kamernet and Vestide, runs without a browser in a 0.5 GiB container, and checks every note a free language model writes before posting it.

