Johannes Michael
Mitarbeiter Im Bereich Anwendungen Im Forschungsdatenmanagement
Klein Schwaß, Mecklenburg-Vorpommern, Germany
Summary
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Senior🎓
Top SchoolJohannes Michael is an applied researcher and software engineer with nine years’ experience translating mathematical rigor into production-ready tools for document analysis and research data management. After earning an M.Sc. in Mathematics at Universität Rostock he contributed to multiple Horizon 2020 projects (READ, NewsEye), developing machine learning pipelines for automatic text recognition and layout analysis and implementing evaluation web applications. He now leads deployment, administration and further development of FDM tools at Universität Rostock, pairing user consulting with close collaboration with domain owners to operationalize best practices. Known for bridging academic research and applied software delivery, he combines algorithm development, technology integration and hands-on implementation to push archival and newspaper digitization projects from prototypes to usable services. An understated strength is his ability to communicate complex ML methods to non-specialists, ensuring uptake across university stakeholders.
9 years of coding experience
Master of Science - MS, Mathematics, 1,4, Master of Science - MS, Mathematics, 1,4 at Universität Rostock
German, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
gnn9
extjs9
historical9
docker8
python8
deep-learning8
php8
image-segmentation8
machine-learning8
notebook8
mysql8
tensorflow7
neural-network6
deep-neural-networks5
ml5
Programming languages (6)
Github contributions (5)
CITlabRostock/citlab-article-separation
Jun 2019 - Nov 2022
Tools to separate articles, mainly for historical newspaper pages.
Contributions:103 commits, 70 pushes, 1 branch in 3 years 5 months
separatenewspaperhistoricalextjs
CITlabRostock/citlab-article-separation-new
Apr 2021 - Sep 2022
Modules used for separating articles in (historical) newspapers and similar documents. This repository is part of the European Union's Horizon 2020 project NewsEye. For more information about the project see https://www.newseye.eu/.
Contributions:1 release, 41 commits, 17 pushes in 1 year 4 months
article-separationimage-segmentationgnn
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