Antoine Guillaume
Research Fellow at Novahé
Épernon, Centre-Val de Loire, France
Summary
🤩
Rockstar🎓
Top SchoolAntoine Guillaume is a research-focused AI engineer and PhD-trained computer scientist with a decade of experience building production-ready ML and predictive maintenance solutions across industry and academia. Currently a Research Fellow at Novahé & Constellation, he designs and integrates AI stacks using Docker, Milvus, Langflow and enterprise offerings like Watsonx to deliver R&D and client-facing systems. His background includes a CIFRE PhD and collaborations with EDF on rare-events forecasting from sensor time series, plus end-to-end predictive maintenance work for ATM fleets at Worldline. Comfortable moving between research, deployment and stakeholder communication, he blends rigorous algorithmic development with pragmatic engineering and toolchain integration. Based in Épernon, France, he often bridges open-source components and proprietary platforms to turn experimental models into operational services.
10 years of coding experience
3 years of employment as a software developer
A-levels, Electrical and Electronics Engineering, A-levels, Electrical and Electronics Engineering at Lycée Jules Ferry, VersaillesDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Université d'Orléans
English, French
Stackoverflow
583reputation
34kreached
19answers
0questions
Github Skills (39)
pattern-recognition10
hierarchical10
anomaly-detection10
data-science10
classification10
data-mining10
machine-learning10
time-series10
dtw10
forecasting10
brain-computer-interface10
paper10
scikit-learn10
dilation10
transform10
Programming languages (4)
Github contributions (5)
baraline/aeon
Apr 2023 - Sep 2023
A unified framework for machine learning with time series
Contributions:54 pushes, 10 branches in 5 months
baraline/convst
Apr 2021 - Jan 2023
Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. Documentation is WIP on read the docs.
Contributions:32 releases, 349 commits, 41 PRs in 1 year 9 months
ucr-archivepythonrdstunivariatenumba
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