Michal Hucko
Software Engineer (MLOps) at Informatika s Mišom
Bratislava, Region of Bratislava, Slovakia
Summary
👤
Senior🎓
Top SchoolMichal Hucko is a Software Engineer specializing in MLOps with a decade of experience building and deploying machine learning systems at scale. Currently at Canonical, he works on Charmed Kubeflow, integrating Kubeflow components with Juju and Kubernetes for production ML workflows across AWS, Azure and OpenStack. Previously he led MLOps engineering at Dell, optimizing CI/CD, containerization and orchestration for multi-node Kubernetes clusters using Airflow, ArgoCD and security tooling. He founded a popular Slovak YouTube channel teaching Python, ML and DevOps, demonstrating an ability to translate complex topics into practical lessons. Michal combines hands-on Python and TensorFlow model work with infrastructure expertise (Kubernetes, Juju, Docker/LXD) and a CKA certification, making him fluent across the ML lifecycle from experiments to production. He also brought NLP and multilingual search experience to earlier roles, showing a knack for deploying applied ML in product contexts.
10 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Faculty of Informatics and Information Technologies, Slovak University of TechnologyInformation Technology, Information Technology at Grammar school Trstená
English, German
Stackoverflow
337reputation
21kreached
6answers
7questions
Github Skills (79)
notebook10
kubeflow10
operator10
rocks10
bundle10
autoencoder10
jupyter10
charm10
kubeflow-pipelines9
juju9
seldon9
google-kubernetes-engine9
machine-learning9
minikube9
kubernetes9
Programming languages (8)
Github contributions (5)
canonical/resource-dispatcher
Mar 2023 - Mar 2025
Kubernetes resource dispatcher is responsible for populating namespaces with desired default resources
Contributions:13 reviews, 16 PRs, 36 pushes in 1 year 11 months
charmcharmed-kubeflowsingle-charm
canonical/resource-dispatcher-image
Mar 2023 - Oct 2024
Image for Kubernetes meta controller server which generates Kubernetes resources which need to be injected to user namespaces.
Contributions:9 reviews, 16 PRs, 18 pushes in 1 year 6 months
charmed-kubeflow
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