Jonas Emrich
Researcher PhD at Technical University of Munich
Greater Munich Metropolitan Area Germany
Summary
👤
Senior🎓
Top SchoolJonas Emrich is a researcher and PhD candidate at the Technical University of Munich with eight years of experience in machine learning, signal processing, and biomedical sensing. He specializes in signal reconstruction for fetal magnetocardiography (fMCG) and has applied graph-based, community-detection, and explainable approaches to extract precise biomarkers from physiological signals. Jonas has published first-author papers at EUSIPCO and contributed algorithms to popular open-source packages such as NeuroKit2, while also releasing his own Python tools. His background spans applied research roles and industry experience in generative diffusion for 3D object synthesis during an internship at BMW Group. Known for combining rigorous academic training (top grades across Bachelor and Master studies and an exchange at Aalto) with practical engineering, he focuses on fast, interpretable methods that bridge lab prototypes and usable software. Colleagues value his knack for turning signal-processing theory into reproducible open-source implementations.
9 years of coding experience
1 year of employment as a software developer
Exchange Semester (Postgraduate / Master), Electrical and Communications Engineering, Exchange Semester (Postgraduate / Master), Electrical and Communications Engineering at Aalto UniversityTechnischen Universität DarmstadtDoctor of Science, Computer Engineering, Doctor of Science, Computer Engineering at Technical University of MunichAbitur, Electrical Engineering, 1.0, Abitur, Electrical Engineering, 1.0 at Berufsbildende Schule 1 Mainz
Github Skills (8)
heart-rate10
signal10
python10
entropy10
beat-detection10
signal-processing10
eda10
heartbeat5
Programming languages (2)
Github contributions (5)
JonasEmrich/vg-beat-detectors
Aug 2022 - Jan 2023
Fast and sample-accurate R-peak detectors based on Visisbility Graphs
Contributions:1 release, 2 reviews, 21 commits in 5 months
beat-detectionecgr-peakvisibility-graphdetection
JonasEmrich/NeuroKit
Dec 2023 - Nov 2024
adding Prominence Delineator
Contributions:16 pushes, 2 branches in 11 months
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