Tim Herzig
Machine Learning Engineer at Machine Learning Reply GmbH
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolTim Herzig is a Machine Learning Engineer based in Berlin with eight years of experience specializing in speech, audio, and video analysis. He combines academic research—publishing at multiple conferences—with hands-on product work, having owned end-to-end implementations in small teams. At DFKI he focused on speech synthesis and detection, and more recently built practical ML systems such as a custom RAG pipeline for extracting and answering questions from unstructured Excel questionnaires. Now at Machine Learning Reply GmbH, he applies this blend of research rigor and production engineering to real-world audiovisual problems. Comfortable across the ML lifecycle, he brings both experimental design experience and pragmatic deployment skills. An unusual asset is his breadth of domain exposure—from clinical-assistant workflows to research labs—giving him an aptitude for translating niche data sources into robust ML solutions.
8 years of coding experience
3 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Technische Universität BerlinStudiespesialisering , Realfag, Studiespesialisering , Realfag at Sandnes Videregående Skole
German, Norwegian, English, Norwegian
Github Skills (22)
calculator10
pipeline-framework9
audio-processing9
inference9
video-processing9
perception9
android9
pitch9
streaming9
stream-processing9
computer-vision9
neumorphism8
deep-learning8
machine-learning8
mediapipe8
Programming languages (4)
Github contributions (5)
timherzig/lightning_playground
Sep 2022 - Oct 2022
Contributions:37 commits, 35 pushes, 1 branch in 1 month
timherzig/decomposition_learning
Apr 2023 - Sep 2023
HTCV Project
Contributions:300 pushes, 4 branches, 1 tag in 4 months
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