Ivo Trowitzsch
Machine Learning Engineer at Tiplu GmbH
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolIvo Trowitzsch is a machine learning engineer with 12 years of experience blending academic rigor and production software engineering, holding a magna cum laude PhD in computational auditory scene analysis. He has built robust machine listening models and end-to-end training frameworks during a long research tenure at Technische Universität Berlin and now applies that expertise to clinical prediction problems at Tiplu. Comfortable across signal processing, embedded systems, and modern ML architectures (from logistic regression to LSTM/TCN), he bridges theory and deployable systems. He also has hands-on embedded and avionics software experience from industry collaborations, and a track record teaching and supervising large student cohorts—skills that sharpen his communication and reproducibility focus. Notably, after defending his PhD he spent a year as a full-time parent, which he cites as part of his practical life-engineering perspective.
12 years of coding experience
5 years of employment as a software developer
Abitur, 1,6, Abitur, 1,6 at Robert-Blum GymnasiumMachine Learning Summer School 2014 ReykjavikDoktor der Ingenieurwissenschaften (PhD equivalent), Computer Science (Machine Learning, Computational Auditory Scene Analysis), magna cum laude, Doktor der Ingenieurwissenschaften (PhD equivalent), Computer Science (Machine Learning, Computational Auditory Scene Analysis), magna cum laude at Technische Universität Berlin
German, English, French
Github Skills (11)
blackboard9
location9
simulator7
computer-vision7
object-detection6
simulation6
python5
javascript5
matlab2
api1
identity1
Programming languages (1)
Github contributions (5)
TWOEARS/main
Jul 2014 - Feb 2019
Contributions:140 commits, 1 PR, 14 pushes in 4 years 8 months
pythonauditory
TWOEARS/examples
Mar 2016 - Feb 2019
Contributions:3 PRs, 6 pushes, 3 branches in 2 years 11 months
auditory
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