Guillaume Le Berre
Data Scientist
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolGuillaume Le Berre is a data scientist and recent PhD graduate in computer science specializing in natural language processing and deep learning, based in Montreal. He has nine years of research experience applying pre-trained transformers (BERT, RoBERTa, T5) to tasks like question answering and abstractive summarization, including work on variational encoder/decoder models during a research internship at Loria. Currently at IVADO Labs, he is seeking his first industry role in machine learning or ML engineering, bringing both strong theoretical foundations and hands-on model fine-tuning skills. His background spans international research internships (including JAIST in Japan) and an engineering degree from Mines Nancy, reflecting a blend of rigorous algorithmic thinking and practical system-building. Notably, his PhD-trained expertise in adapting transformer architectures to summarization tasks positions him to bridge cutting-edge NLP research with production-ready ML solutions.
9 years of coding experience
Engineering Degree, Computer Science, Engineering Degree, Computer Science at Ecole Nationale Supérieure des Mines de NancyMaster of Science, Natural Languages Processing, Master of Science, Natural Languages Processing at Université de LorrainePhD, Computer Science, PhD, Computer Science at University of LorraineBaccalauréat, Scientific (Engineering major), with distinctions, Baccalauréat, Scientific (Engineering major), with distinctions at Lycée Felix le Dantec (Lannion)CPGE Scientifique, Mathematics, Physics, CPGE Scientifique, Mathematics, Physics at Lycée Chateaubriand (Rennes)PhD, Computer Science, PhD, Computer Science at University of Montreal
French, English, Japanese
Stackoverflow
1reputation
0reached
0answers
0questions
Programming languages (1)
Github contributions (5)
Guilleber/OCR-Pytorch
May 2021 - Oct 2022
Contributions:41 commits, 6 pushes in 1 year 5 months
Guilleber/Resume_EN
Sep 2020 - Jul 2022
Contributions:4 pushes, 1 branch in 1 year 10 months
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