Zsolt-andrás Patka
Machine Learning Operations Engineer
Oregon, Romania
Summary
👤
Senior🎓
Top SchoolZsolt-andrás Patka is a Machine Learning Operations and Senior DevOps Engineer with nine years of experience delivering cloud-native CI/CD and infrastructure solutions for global clients. He specializes in AWS, Kubernetes (EKS), Terraform/Terragrunt and self-hosted CI runners, and has repeatedly cut costs and sped delivery—examples include a 4x CI runtime reduction and 200% developer productivity gains. Comfortable across scripting, automation and AI tooling, he blends hands-on work (Bash, Python, Ansible) with mentoring and architecture improvements that made self-hosted agents 50% more reliable. He prefers fully remote engagements and brings a pragmatic focus on security and observability, having migrated sensitive medical-tech infrastructure to AWS while reducing costs. Notably, he combines a strong academic background in advanced information systems with practical experience applying ML in production from university projects to MLOps roles.
9 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Software Engineering, Bachelor's degree, Software Engineering at Budapest University of Technology and EconomicsUniversitatea Babeș-Bolyai din Cluj-NapocaBachelors, Computer Science, Bachelors, Computer Science at Sapientia Hungarian University of Transylvania
English, German, Romanian, Hungarian
Stackoverflow
53reputation
3kreached
5answers
1question
Github Skills (67)
python9
gpu9
deep-learning9
machine-learning9
numpy8
neural-network8
ubuntu8
wsl28
aws8
tensor7
terraform7
gpu-acceleration7
acceleration7
tensorflow7
angular6
Programming languages (8)
Github contributions (5)
andraspatka/jobportal-ms
Apr 2021 - May 2021
JobPortalBE with microservices
Contributions:79 commits, 12 PRs, 60 pushes in 1 month
dockermicroservicemicroservices
andraspatka/JobPortalBE
Mar 2021 - Apr 2021
Contributions:5 reviews, 38 commits, 11 PRs in 29 days
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