Michael De Winter
Full Stack Data Scientist
Leiden, South Holland, Netherlands
Summary
👤
Senior🎓
Top SchoolMichael De Winter is a Full Stack Data Scientist with eight years of experience applying deep learning, remote sensing and predictive modeling to government and commercial problems from Leiden, Netherlands. At Provincie Zuid-Holland he builds end-to-end solutions—traffic CO2 reduction models, satellite image segmentation and preprocessing pipelines—that translate research into measurable climate and policy outcomes. Comfortable across Python, Spark, R, Shiny and JavaScript, he pairs hands-on coding with domain-savvy product thinking developed through consultancy roles for banks and insurers. His background in economics, informatics and computer science underpins a pragmatic approach to data-driven decision making and reproducible workflows, and his public GitHub (MW-88) and provincial repos reveal an emphasis on operational preprocessing for remote sensing rather than just model proof-of-concept work.
8 years of coding experience
4 years of employment as a software developer
VWO - Economie & MaatschappijMaster of Science (M.Sc.), Computer Science and Science Based Business, Master of Science (M.Sc.), Computer Science and Science Based Business at Leiden UniversityBachelor of Science (B.S.), Economics and Informatics, Bachelor of Science (B.S.), Economics and Informatics at Erasmus Universiteit Rotterdam
English, Dutch
Stackoverflow
13reputation
272reached
0answers
1question
Github Skills (18)
satellite-images8
objection8
satellite7
iterator6
excel6
segmentation6
repeat6
vba6
python6
image-segmentation5
image-processing5
computer-vision4
object-detection4
arcgis2
search-api2
Programming languages (2)
Github contributions (5)
Provincie-Zuid-Holland/satellite-images-nso-datascience
Jan 2022 - Aug 2024
The different models and satellite image iterator which PZH uses for image segmentation and objection in NSO satellite images
Contributions:71 reviews, 19 PRs, 61 pushes in 2 years 7 months
satelliteimage-segmentationsatellite-imagesobject-detectioncomputer-vision
Provincie-Zuid-Holland/satellite_images_nso_tif_model_iterator
Nov 2022 - May 2025
Inferencing and iterating for pixel based models on a raster files
Contributions:37 reviews, 19 PRs, 46 pushes in 2 years 5 months
data-scienceinferenceremote-sensing
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