Florian Blume
Machine Learning Engineer at neoshare AG
Berlin, Germany
Summary
🤩
Rockstar🎓
Top SchoolFlorian Blume is a machine learning researcher and engineer with 11 years of experience, holding a PhD from TU Berlin focused on context-aware facial expression recognition using multi-modal deep learning. He combines strong academic research—spanning self-supervised and generative methods, LLMs, and context-augmented perception—with hands-on engineering, evidenced by an open-source 6D pose annotation tool (6D-PAT) that gained community attention on GitHub. His background includes interdisciplinary projects in biomedical imaging and surgical instrument localization, plus practical software development from mobile and backend roles to production ML deployments. Florian has developed leadership and project management skills during his PhD and currently applies them in industry roles in Berlin, bridging research rigour with product-oriented engineering. He is seeking roles as a machine learning research scientist or engineer where he can leverage both experimental methods and scalable implementation experience.
11 years of coding experience
5 years of employment as a software developer
Diplom (master equivalent) Computer Science, Diplom (master equivalent) Computer Science at Technische Universität DresdenDoctor of Philosophy - PhD Computer Visison & Machine Learning, Doctor of Philosophy - PhD Computer Visison & Machine Learning at Technische Universität BerlinThe University of Sheffield
English, German
Stackoverflow
3,307reputation
179kreached
73answers
18questions
pytorch
top-5%
opengl
top-5%
deep-learning
top-5%
qt
top-5%
Github Skills (153)
apache-spark10
python10
pose10
model-management10
optimization10
mlflow10
ml10
3d-models10
ai10
object-detection10
annotate10
lightning10
artificial-intelligence10
dvc10
emotion-detection10
Programming languages (7)
Github contributions (5)
florianblume/qt3d-gizmo
Mar 2021 - May 2022
3D gizmo to attach to Qt3D entities.
Contributions:37 commits, 1 PR, 22 pushes in 1 year 2 months
gizmoqt5attachqt3d
florianblume/florianblume.github.io
Jul 2019 - Sep 2024
Contributions:20 pushes, 1 branch in 5 years 2 months
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