I started withUnity games inprimary school.

The work has a thread through it: a legal tool that cites the line it drew a conclusion from, an image checker that reports when it has found nothing, a recommender with regression checks on every prompt change. I like systems whose output you can go and check.

Day to day I work on recommendation systems, retrieval architectures and agentic workflows at TasteRay, while finishing an AI master’s at the University of Amsterdam. The coursework has taken me into rotation equivariance in Transformers and knowledge distillation in large language models; my bachelor’s thesis was a cross-attention Transformer for ASD diagnosis from fMRI and sMRI.

Outside that I ship things. CasePulse won the Neo4j prize at Hack the Law in Cambridge. HyperGnome is a GNOME tiling extension I maintain solo across four GNOME releases. GenSnitch and realpls are privacy-first tools for checking whether an image was AI-generated. I lead the AI team at Futurist Law Lab and run the technical side of PixelRiot, Europe’s largest generative-AI hackathon.

The writing has not gone anywhere either. I published a piece in Polityka on whether a machine could be a person, and I put my MSc lecture notes online as I take them.