M.Sc. David Neumann
PhD Candidate and Research Associate in Machine Learning
Working at Fraunhofer HHI, Berlin, Germany
in the Artificial Intelligence Department
Curriculum Vitae
Skills
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Programming Languages
Python, C#, C/C++, TypeScript/JavaScript, Java -
Machine Learning Tools
PyTorch, TensorFlow, Keras, SciKit Learn -
Tools & Frameworks
Git, LaTeX, NumPy, Matplotlib, Linux/macOS/Windows, Microsoft Azure -
Language Skills
German – Native Language
English – Fluent in Speech and Writing (CEFR Level C2)
Relevant Work Experience
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Research Associate at Fraunhofer HHI
June 2019 – Present
Berlin, Germany -
Research Assistant at Fraunhofer HHI
April 2016 – May 2019
Berlin, Germany -
Co-Founder and Software Engineer at Krischbin, Neumann, Rögner & Voigt GbR
September 2012 – Present
Berlin, Germany -
Co-Founder and Software Engineer at Taask UG (haftungsbeschränkt)
July 2015 – December 2016
Hamburg, Germany -
Research Assistant at Hasso Plattner Institute
January 2012 – March 2016
Potsdam, Germany -
Student Employee at th data GmbH
January 2011 – December 2011
Berlin, Germany
Education
M.Sc. in Computer Science
Technische Universität Berlin
2013 – 2019
Final grade: 1,11
B.Sc. in IT-Systems Engineering
Hasso Plattner Institute for Digital Engineering, Universität Potsdam
2010 – 2013
Final grade: 1,81
[1] German university grades range from 1,0 (excellent) to 4,0 (sufficient).
Research Interests
- Federated Learning & Clustered Federated Learning
- Recommender Systems
- Neural Network Compression
- Efficient Deep Learning & Inference
- Explainable AI