Manuel Dahnert
Machine Learning Engineer at NavVis
Munich, Bavaria, Germany
Summary
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Senior🎓
Top SchoolManuel Dahnert is a machine learning engineer in Munich with nine years of experience bridging academic research and production ML, now building ML systems at NavVis after a PhD in Visual Computing at TUM. His research produced high-impact work on 3D scene understanding and CAD–scan alignment (CVPR/ICCV/NeurIPS) and he taught large-scale deep learning courses reaching thousands of students. Comfortable across geometry, vision and generative 3D methods, he combines rigorous publication-level research with practical engineering for real-world spatial perception products. A Stanford research visit and an interdisciplinary background in games engineering and interaction design give him an unusual blend of geometric rigor and user-centered thinking.
9 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD Visual Computing, Doctor of Philosophy - PhD Visual Computing at Technical University of MunichErasmus year Interaction Design & Technology Software Engineering, Erasmus year Interaction Design & Technology Software Engineering at Chalmers University of TechnologyResearch Visitor Computer Science Geometric Computing Group, Research Visitor Computer Science Geometric Computing Group at Stanford University
German, English, French, Swedish
Github Skills (28)
synthetic10
segmentation10
blender10
3d-reconstruction10
computer-vision9
rendering9
pytorch9
python9
computer-graphics9
synthetic-data9
deep-learning8
cad8
3d8
pose-estimation8
3d-graphics8
Programming languages (3)
Github contributions (5)
xheon/panoptic-reconstruction
Oct 2021 - Oct 2022
Official implementation of the NeurIPS 2021 paper "Panoptic 3D Scene Reconstruction from a Single RGB Image"
Contributions:46 commits, 1 PR, 27 pushes in 11 months
3dneurips-2021computer-visiondeep-learningpython
xheon/JointEmbedding
Mar 2020 - Jan 2022
[ICCV'19] Joint Embedding of 3D Scan and CAD Objects
Contributions:13 commits, 1 PR, 3 pushes in 1 year 10 months
3dcad
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