Lukas Huwald
Staff Machine Learning Engineer at Kaufland e-commerce
Cologne, North Rhine-Westphalia, Germany
Summary
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Senior🎓
Top SchoolLukas Huwald is a Staff Machine Learning Engineer based in Cologne with a decade of experience applying functional programming principles to practical ML problems in e-commerce. At Kaufland e-commerce he progressed from Data Scientist to Staff Engineer, shipping production microservices with Docker and Kubernetes for tasks ranging from clustering and classification to image processing and NER. He blends rigorous CS training from RWTH Aachen (with study time at Chalmers) and hands-on software engineering to bridge research-grade ML methods and scalable deployment. Known for pragmatic system design, he focuses on reliable, maintainable pipelines that make complex models operable in real-world retail settings.
10 years of coding experience
6 years of employment as a software developer
Master of Science Computer Science, Master of Science Computer Science at RWTH Aachen UniversityComputer science, Computer science at Chalmers University of Technology
English, German, Swedish, Japanese
Github Skills (82)
annotations10
datasets10
semantic-segmentation10
loss10
labeling9
training-data9
pipeline9
kubeflow-pipelines9
computer-vision9
exporter9
standardized9
kubeflow9
label-studio9
image-classification9
tekton9
Programming languages (9)
Github contributions (5)
vanHavel/games-cnn
Jun 2017 - May 2019
Contributions:32 commits, 13 pushes, 1 comment in 1 year 11 months
vanHavel/AdventOfCode2020
Oct 2020 - Dec 2020
Contributions:28 commits, 27 pushes, 1 branch in 1 month
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