Miha Pelko
ML Infrastructure Engineer at Kumo
Bavaria, Germany
Summary
👤
Senior🎓
Top SchoolMiha Pelko is an ML Infrastructure Engineer with 13 years of experience building data pipelines, distributed training systems, and MLOps workflows for autonomous driving and ADAS. He has led perception teams and product transitions at companies like Argo AI, CARIAD and BMW, driving camera-radar-lidar fusion models and the migration from TensorFlow to PyTorch to boost deployment efficiency. Comfortable across research and production, he pairs a PhD-level background in computational neuroscience with hands-on cloud and on-prem Kubernetes deployments to deliver evaluated models on target vehicle hardware. Known for turning literature insights into full workflows, he has repeatedly established self-sufficient ML infrastructure that lets engineers focus on modeling rather than ops. Based in Bavaria, he combines deep domain expertise in sensor multimodality with a track record of scaling data engineering for safety-critical systems. An organizer and early community builder (co-founder of TEDxLjubljana), he brings both technical rigor and leadership experience to complex cross-functional programs.
13 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy (PhD), Computational Science, Doctor of Philosophy (PhD), Computational Science at The University of EdinburghDiploma (Masters equivalent), Physics, Diploma (Masters equivalent), Physics at University of LjubljanaGimnazija BezigradJapti - ITM
English, Slovenian, German, Croatian, Serbian, French
Github Skills (24)
toolbox7
parquet6
java6
data-visualizations6
ipython-magic5
apache5
render5
in-memory5
binder4
persistent4
nbconvert4
jupyter-notebook4
pickle4
python3
apache-arrow3
Programming languages (2)
Github contributions (5)
mpelko/BookCommunityQuestions
Apr 2013 - Apr 2013
Contributions:38 commits in 10 days
mpelko/small_contributions
Apr 2016 - Apr 2016
Contributions:2 pushes, 1 branch in 9 days
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.