Atanas Mirchev
Machine Learning Research Scientist at Volkswagen Group
Garching bei München, Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolAtanas Mirchev is a Machine Learning Research Scientist with a decade of experience combining Bayesian statistics, variational inference and deep learning to tackle real-world 3D modelling, robotics and computer vision problems. He holds top-ranked bachelor’s and master’s degrees from Technical University Munich and completed a PhD-caliber research trajectory at Volkswagen, where he developed probabilistic spatial reasoning and exploration methods for autonomous agents. Comfortable in both research and engineering contexts, he implements scalable models in Python (JAX, TensorFlow), C++ and CUDA and has practical DevOps experience with Docker and Kubernetes from cloud-native projects. At Volkswagen he has moved Bayesian ideas from theory toward applied systems for perception and mapping in complex environments. Colleagues describe him as a pragmatic theoretician who focuses on probabilistic robustness and uncertainty quantification rather than just raw model performance. Based in Garching bei München, he blends academic rigor with production-minded software craftsmanship.
10 years of coding experience
Master's degree, Computer Science, 1.1, Master's degree, Computer Science, 1.1 at Technical University Munich
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (41)
mesos10
kubernetes10
docker10
kubernetes-monitoring10
scheduling10
go10
cheminformatics9
eol9
deployment-automation8
python8
rdkit8
ecosystem7
monitoring7
sdk7
k8s7
Programming languages (5)
Github contributions (5)
taimir/kubernetes
Mar 2016 - Feb 2017
Contributions:76 pushes, 8 branches, 6 comments in 10 months
gcpcontainer-clusterdockerkubernetescluster-manager
taimir/dashboard
Nov 2015 - Oct 2016
Contributions:254 pushes, 48 branches, 10 comments in 11 months
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