Udo Schlegel

Postdoctoral Researcher at Freelance

Munich, Bavaria, Germany
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Summary

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Senior
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Top School
Udo Schlegel is a Postdoctoral Researcher and applied AI specialist in Munich with 11 years of experience shaping explainable AI and visual analytics for time series and graph data. He combines deep academic output—40+ publications and a PhD—with hands-on industry impact, having led the multi-partner VIKING project with German law enforcement and consulted for Siemens, Körber, and others. Technically grounded in GNNs and time-series XAI, he implemented models for Huawei's Ascend platform and delivers reproducible research demonstrators and open-source artifacts. Udo bridges research and productization, alternating between consultancy and academia to make complex models transparent and operational. An uncommon thread in his career is practical systems experience—from stagehand and bartender roles to production-focused data science—reflecting a pragmatic, user-centered approach to AI.
code11 years of coding experience
job10 years of employment as a software developer
bookDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Konstanz
bookAbitur Physics and Geographie, Abitur Physics and Geographie at Montfort Gymnasium Tettnang
languagesEnglish, German, Spanish
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Github Skills (16)

concave-hull10
points9
region9
concave9
flask8
computation7
theory7
k-nearest-neighbours7
movie7
bibtex6
computer-graphics6
json5
bibliography4
docker2
docker-image2

Programming languages (5)

JavaDockerfileJavaScriptPHPPython

Github contributions (5)

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merowech/merowech.github.io

Aug 2015 - Mar 2025

Contributions:2 PRs, 23 pushes, 3 branches in 9 years 8 months
Contributions:11 pushes, 1 branch in 5 years 4 months
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Udo Schlegel - Postdoctoral Researcher at Freelance