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
Github Skills (31)
extjs9
notebook9
python9
historical9
machine-learning9
deep-learning9
docker8
php8
tensorflow8
data-science7
mysql7
neural-network7
deep-neural-networks5
ml5
json3
Programming languages (5)
Github contributions (5)
CITlabRostock/citlab-article-separation-new
Apr 2021 - Sep 2022
Contributions:1 release, 41 commits, 17 pushes in 1 year 4 months
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
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