about
vinnie-experiments is the public lab notebook of Vincent Peters, a developer and educator based in Antwerp. Projects in data science, AI, IoT, web platforms, and the occasional cultural side-project.
format
Posts use one of four formats: build-along, post-mortem, paper summary, or weeknote. Each project post follows an explicit method section (question · data · procedure · metric · result · limits).
buckets
The bucket column in the listing tags each post by category:
| A | niche projects (mobility, inland shipping, e-bike, edge IoT, circular, cultural-public data) |
| B | reuse projects (existing artefacts as research field) |
| C | classical ML on messy real-world data |
| D | methodology and statistics projects |
| E | writing and reading (paper summaries, proposals) |
| F | cultural, absurd, installation |
colophon
Built with Astro on Cloudflare Pages. Source on GitHub. Code MIT, prose CC-BY-SA. Cookieless analytics via Cloudflare Web Analytics. Interactive Python demos run client-side in Pyodide; nothing is sent to a server.