Manuel Berning
Development Expert at SAP
Walldorf, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolManuel Berning is a development expert and researcher with 10 years of experience applying machine learning and data science to real-world problems, currently building software at SAP. Trained as a physicist and summa cum laude biologist (Dr.rer.nat), he blends deep academic experience in neurobiology and electron microscopy with hands-on engineering in Python, TensorFlow and production data systems. His career spans PhD research where he implemented CNNs from scratch to industrial applications detecting image defects, highlighting a rare ability to take algorithms from first principles to deployed solutions. Based in Walldorf, Germany, he is exploring roles that bridge public and private research in data science, robotics and computational neuroscience.
10 years of coding experience
6 years of employment as a software developer
Ludwig Maximilian University of MunichDiplom, Physics, 1,1, Diplom, Physics, 1,1 at Ruprecht-Karls-Universität Heidelberg
Github Skills (16)
rest-api10
sap10
rest10
information-extraction10
document-classification10
python9
ai9
classify8
microscopy8
3d-images8
image-analysis7
cli-tools2
multiprocessing1
zarr1
slurm1
Programming languages (6)
Github contributions (5)
mhlabCodingTeam/SegEM
Oct 2015 - Mar 2023
Semi automated image analysis toolkit for Connectomics
Contributions:2 PRs, 2 pushes in 7 years 5 months
image-analysis
SAP-archive/teched2020-INT166
Oct 2020 - Apr 2021
INT166 - Classify and Extract Business Document Information
Contributions:14 commits, 6 pushes in 6 months
classify
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