Ovidiu Ciule
Machine Learning Engineer at Ciule Inc.
Greater Paris Metropolitan Region France
Summary
👤
Senior🎓
Top SchoolOvidiu Ciule is a Machine Learning Engineer and full-stack developer with 17 years of experience building web applications and deploying large-scale ML and computer vision systems from prototype to production. He runs Ciule Inc. as a freelancer and consultant, combining Python, Django, TensorFlow, OpenCV and Go to deliver predictive analytics, anomaly detection and reliable automated deployments with backups and testing environments. Comfortable across backend and ops, he also collaborates with marketing teams to design data collection pipelines that preserve future analytical value. His open-source contributions include improving process management in the widely used JupyterHub spawner for more portable single-user server lifecycle handling. Trained in telecommunications engineering in Lyon and Barcelona, he brings a systems-oriented view that blends networking fundamentals with applied ML. Pragmatic and detail-focused, he emphasizes cost-effective, maintainable solutions that scale.
17 years of coding experience
4 years of employment as a software developer
Master of Engineering (M.Eng.), Telecommunications Engineering, Master of Engineering (M.Eng.), Telecommunications Engineering at Institut national des Sciences appliquées de LyonMaster of Engineering (M.Eng.), Telecommunications Engineering, Computer Systems Networking and Telecommunications, Master of Engineering (M.Eng.), Telecommunications Engineering, Computer Systems Networking and Telecommunications at ETSETB BarcelonaMoise Nicoara
French, English, Spanish
Github Skills (8)
process-management10
python10
psutil10
jupyterhub9
asynchronous8
async8
operating-system7
windows7
Programming languages (10)
Github contributions (5)
jupyterhub/jupyterhub
Jan 2020 - Jan 2020
Multi-user server for Jupyter notebooks
Role in this project:
Back-end Developer
Back-end DeveloperContributions:7 commits, 1 PR, 11 comments in 5 days
Contributions summary:Ovidiu primarily focused on improving the process management within the JupyterHub spawner. They refactored code related to process checking, utilizing `psutil` for cross-platform compatibility. The changes involved implementing platform-specific checks for process existence on Windows and refactoring the `_signal` method for improved readability. Their work aimed at ensuring the reliability and portability of the single-user server lifecycle management.
jupyter-notebookjupyterhubpythonmulti-useripython
ociule/bandgenerator
Feb 2009 - May 2014
Contributions:11 commits in 5 years 3 months
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