Théo Lepage
Ph.D. Student at EPITA Research Laboratory
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolThéo Lepage is a Ph.D. student in AI based in Paris with 11 years of software engineering experience, specializing in self-supervised learning for speaker recognition and applied deep learning. He has authored 7+ papers in top venues (Interspeech, Odyssey, IEEE TASLP), built and maintains sslsv—a toolkit for training/evaluating self-supervised speaker verification models—and supervised research that led to recent publications. His background spans research and production: from accelerating real-time digital holography with a 20x speedup (C++/CUDA) to designing attention-augmented CNNs for MRI enhancement at Siemens Healthineers. He teaches introductory deep learning and Python for data science, combining strong engineering practice with academic rigor and mentoring experience. Notably, he bridges open-source tooling and peer-reviewed research, making research-ready implementations that are reproducible and production-oriented.
11 years of coding experience
1 year of employment as a software developer
Doctor of Philosophy (Ph.D.), Artificial Intelligence, Doctor of Philosophy (Ph.D.), Artificial Intelligence at Sorbonne UniversitéMaster of Engineering (M.Eng.), Computer Science, Master of Engineering (M.Eng.), Computer Science at École pour l'informatique et les Techniques Avancées
English, French
Github Skills (37)
metric-learning9
speaker7
optical-character-recognition6
keras6
tesseract6
cpp5
cuda5
deep-learning5
merge5
ocr5
speaker-verification5
php-class5
extend5
machine-learning4
image-restoration4
Programming languages (8)
Github contributions (5)
NoneOfAllOfTheAbove/ocr
Sep 2018 - Apr 2019
An Optical Character Recognition software written in C as part of a student project.
Contributions:134 commits, 10 PRs, 107 pushes in 6 months
optical-character-recognitionrecognitionocrtesseractoptical
theolepage/brainstorming
Dec 2018 - Oct 2023
Sail through algorithms.
Contributions:1 PR, 7 pushes, 2 branches in 4 years 11 months
sail
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