Sabrina Richter
Senior Data Scientist
Munich, Bavaria, Germany
Summary
🤩
Rockstar🎓
Top SchoolSabrina Richter is a Senior Data Scientist based in Munich with seven years of experience applying mathematical rigor to machine learning and deep learning problems in biomedical domains. Trained in Mathematics and Mathematics in Data Science at LMU and TUM, she built her master's thesis around graph-based ML for spatial single-cell data and later extended that expertise into proteomics and mass spectrometry modeling during a PhD at Helmholtz Zentrum München. She combines hands-on development of deep learning pipelines and model interpretation (saliency and filter analysis) with benchmarking across architectures to deliver reproducible, biologically meaningful results. Currently driving advanced DL solutions at therawis diagnostics, she bridges academic research and product-facing implementations, often focusing on interpretability and continuous learning aspects that are easy to overlook.
7 years of coding experience
Master's degree, Mathematics in Data Science, Master's degree, Mathematics in Data Science at Technical University of MunichBachelor's degree, Mathematics with minor in Informatics, Bachelor's degree, Mathematics with minor in Informatics at Ludwig-Maximilians-Universität München
German, English
Github Skills (61)
single-cell-genomics10
hierarchical10
variational-autoencoder10
spatial-transcriptomics10
autoencoder10
transcriptomics10
single-cell-analysis10
bioinformatics10
differential-expression10
temporal-data9
topological-data-analysis9
python9
spatial-analysis9
image-analysis9
scales9
Programming languages (4)
Github contributions (5)
theislab/singlecell_proteomics
Jan 2022 - Sep 2022
Contributions:8 commits, 4 pushes, 3 comments in 8 months
SabrinaRichter/SCeptre
Sep 2021 - Nov 2022
SCeptre is a python package that extends the functionalities of Scanpy to analyze multiplexed single-cell proteomics data.
Contributions:5 pushes in 1 year 1 month
pythonproteomics-datascanpybioinformaticsproteomics
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.