Re-Search
A workspace for finding worthwhile ideas, comparing the evidence, and keeping the reasoning as you build.
DATA / AI / SYSTEMS
I turn complex data
into useful systems.
I'm Guus, a data and AI engineer building research tools, health-data systems, and interactive software.
Data Engineer at stealth startup Building Re-Search
01 / SELECTED WORK
Selected work
Tools for thinking, systems for working,
and software for playing.
Palace
A browser card game for up to four players, with a campaign and carefully tuned feedback.
Health Atlas
Plain-English health explanations, organized around evidence, sources, and uncertainty.
Crypto Sentiment Dashboard
Market context and sentiment across cryptocurrency news and social sources.
More projects, games, and experiments.
All work02 / ENGINEERING & RESEARCH
Engineering & research
In practice
stealth startup
Building data pipelines and internal tools.
McDermott International
Improved a retrieval system through contextual chunking, hybrid search, reranking, and evaluation.
Invest-NL
Worked on LLM-based company classification and the data workflows around it.
MSc Data Science · Texas Tech University · 4.0/4.0
Full experience & résuméUnderstanding how models
represent information.
010203
All research Layer-Wise Category Structure in Large Language Models
Investigating how category structure is represented across model layers.
Causal State Variables in V-JEPA 2 Latents
Studying state and motion in video-model representations.
Low-Dimensional Document Structure Subspaces in OCR Models
Exploring how document structure appears inside OCR models.
03 / BEHIND THE WORK
Behind the work
I like building the whole path: from messy inputs and underlying models to something clear enough to use. My work spans data engineering, AI research, and independent software—including music tools and games.
04 / CONTACT
Let's build
something useful.
Have a project, a question, or something interesting to share? Get in touch.
guus@bouwens.nl