Marius Kühnemund
Senior AI Engineer at Freiberuflich
Münster, North Rhine-Westphalia, Ireland
Summary
👤
Senior🎓
Top SchoolMarius Kühnemund is a Senior AI Engineer and researcher with a PhD in Computer Science and nine years of experience building production-grade ML systems and MLOps pipelines. He has led end-to-end AI product development as a CTO and co-founder, designing novel transformer and graph-model architectures and deploying realtime on-demand inference for complex analytics. At syte he focused on cutting cloud costs and latency by reengineering data pipelines, parallelizing workloads, and rewriting legacy Python components in Rust to achieve order-of-magnitude improvements. He also consults independently, helping organizations translate business needs into vendor-agnostic, economically sustainable ML solutions. With a research background that bridged ML, parallel computing, and organic chemistry, he brings both theoretical rigor and practical engineering discipline to interdisciplinary problems. Based in Münster, he combines deep academic training with hands-on product engineering and a knack for squeezing performance out of constrained cloud environments.
8 years of coding experience
3 years of employment as a software developer
Doktor (Ph.D.), Dr. rer. nat, Informatik, Doktor (Ph.D.), Dr. rer. nat, Informatik at Universität MünsterMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Westfälische Wilhelms-Universität Münster
English, German
Github Skills (60)
python9
machine-learning9
docker-container9
gpu9
deep-learning9
gpu-acceleration8
dockerfile8
tensorflow8
numpy8
neural-network8
docker-image8
intellij7
tensor7
acceleration7
autograd7
Programming languages (9)
Github contributions (5)
mkueh/EasyChemML
Feb 2023 - Jun 2024
Contributions:3 PRs, 19 pushes, 2 branches in 1 year 4 months
mkueh/NegativeData
Oct 2021 - Apr 2022
Contributions:15 commits, 1 push in 5 months
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