Stavros N

Machine Learning Engineer at Convert Group

Athens, Attica, Greece
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Summary

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Senior
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Stavros N is a Machine Learning Engineer based in Athens with 11 years of hands-on experience building and operationalizing ML systems across computer vision, NLP and time-series forecasting. He focuses on data-centric AI, active learning and MLOps to bridge the gap between research and production, driving experiments and PoCs into reliable services. At Convert Group he designs automated ML lifecycles, runs A/B tests and mentors junior data scientists while contributing engineering blogs and FLOSS projects as an MLflow ambassador and GNU/Linux advocate. His background in image synthesis and data science, plus early systems work deploying on-prem/cloud deep learning infrastructure, gives him a rare blend of research sensitivity and production-grade engineering. Stavros’s practical aim is to democratize R&D—making advanced models reproducible and maintainable in real products.
code11 years of coding experience
job1 year of employment as a software developer
bookNational Center for Scientific Research "Demokritos"​
bookBSc, Informatics Engineering, 7.33, BSc, Informatics Engineering, 7.33 at Technological Educational Institute of Central Greece, Lamia
bookMSc, Informatics, Image Synthesis & Graphic Design / Internet & Multimedia Technology − ISICG, MSc, Informatics, Image Synthesis & Graphic Design / Internet & Multimedia Technology − ISICG at University of West Attica
languagesGreek, German, English
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Stackoverflow

Stats
43reputation
15kreached
0answers
1question
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Github Skills (80)

notebook10
apache-spark10
opencv10
anomaly-detection10
python10
image-processing10
model-management10
scrapy10
deep-learning10
crawler10
mlflow10
ml10
sktime10
ai10
neural-network10

Programming languages (7)

DockerfileC++CSSShellJavaScriptJupyter NotebookPython

Github contributions (5)

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sniafas/mlflow

Mar 2022 - Jan 2023

Open source platform for the machine learning lifecycle
Contributions:2 PRs, 33 pushes, 7 branches in 10 months
pythonlifecyclemlmachine-learningdvc
Contributions:61 commits, 14 pushes, 4 branches in 1 year
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Stavros N - Machine Learning Engineer at Convert Group