Jonas Winkler
Machine Learning Analyst at Bizerba
Eningen unter Achalm, Baden-Württemberg, Germany
Summary
🤩
Rockstar🎓
Top SchoolJonas Winkler is a Machine Learning Analyst with a strong academic foundation (MSc Human Centered Computing, graduated 2024) and roughly a decade of hands-on experience applying AI, data science, and visualization to real-world problems. He has built end-to-end solutions—from GUI tools that train and run neural networks locally to improving OCR and document workflows in notable open-source projects like paperless-ngx, contributing both front-end and back-end changes. His industrial work includes object classification with time-series data for his master’s thesis and visual-inertial SLAM research during his bachelor’s, showing depth in both signal-driven and vision-based ML. Comfortable across the stack, he’s proven at rapid language uptake and agile teamwork, with practical experience integrating models into products and improving UX for technical workflows. Outside work he recharges with gaming and volleyball, reflecting a blend of analytical focus and team-oriented energy.
10 years of coding experience
Master, Human Centered Computing, 1.4, Master, Human Centered Computing, 1.4 at Hochschule Reutlingen
Stackoverflow
1reputation
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Github Skills (23)
api-rest10
python10
api-design10
restful-api10
django10
fullstack-development10
full-stack10
rest-api10
angular10
javascript9
database-migrations9
json9
apidoc9
front-end-development9
api9
Programming languages (7)
Github contributions (5)
jonaswinkler/paperless-ng
Jan 2021 - Jan 2023
A supercharged version of paperless: scan, index and archive all your physical documents
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:16 releases, 75 reviews, 760 commits in 2 years
Contributions summary:Jonas contributed to both the front-end and back-end aspects of the Paperless-ng project. They implemented a significant refactoring of the list view, addressing issue #147. They also added support for features like downloading multiple documents and provided modifications to the OCR processing, specifically within the Tesseract parser. The user demonstrated a proficiency across UI and API development by adding front end support for downloading multiple documents.
scandjangophysical-documentspdfsupercharged
paperless-ngx/paperless-ngx
Mar 2021 - May 2021
A community-supported supercharged document management system: scan, index and archive all your documents
Role in this project:Back-end & Front-end Developer
Back-end & Front-end DeveloperContributions:24 reviews, 17 commits, 9 PRs in 2 months
Contributions summary:Jonas contributed to both the back-end and front-end components of the Paperless-ng project. They made changes to the Django-based API, adding support for features such as downloading compressed archives of multiple documents and integrating database versioning. Furthermore, the user refactored the document list view, incorporating new UI elements, date pickers, and supporting the ability to filter by full text search. They also made version bumps and improvements to the documentation.
scanpdfpaperlessindexdocument-management
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