About
I’m a data literate digital native. I dream about a future where technology will help create an abundant future for mankind. Technology is changing the world for the better. My goal is to be part of the change and help shape our future.
I have 13 years of experience building machine learning models, of which 6 years managing machine learning teams at Allianz Direct and ING Bank. I have worked as a data scientist in different countries, and worked as a consultant in the healthcare industry building simulations models.
You can contact me at vinktim@gmail.com.
Open source projects
A selection open source projects I have built or have been heavily involved in designing and building.
Documentation related
I've invested in building tools that can help teams document their projects more efficiently. We used mkdocs to automate large parts of the required model documentation.
| Project | Usage | Stars | Contributors |
|---|---|---|---|
| timvink/mkdocs-git-revision-date-localized-plugin | |||
| timvink/mkdocs-git-authors-plugin | |||
| timvink/mkdocs-table-reader-plugin | |||
| timvink/mkdocs-print-site-plugin | |||
| timvink/mkdocs-enumerate-headings-plugin | |||
| timvink/mkdocs-charts-plugin |
Machine learning
Most ML libraries I've helped build are internal, but some have been open sourced.
| Project | Description | Usage | Stars | Contributors |
|---|---|---|---|---|
| ing-bank/probatus | RFECV with Shap! | |||
| ing-bank/skorecard | credit-risk modelling with sklearn api |
Tooling
Hobby or productivity related tooling. I've also started collecting vibe-coded standalone HTML tools at tools.timvink.nl.
| Project | Description | Usage | Stars | Contributors |
|---|---|---|---|---|
| timvink/sudoku-solver | Find easiest technique for next move | |||
| timvink/safekeylogger | Log keystroke counts to a DB | |||
| timvink/altalpha | Explore keyboard layouts | |||
| ing-bank/doing-cli | CLI for azure devops |