Corentin Jemine

Machine Learning Engineer at Sanas

Liège, Liège, Belgium
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Summary

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Top expert inDeep Learning and Computer Vision Technologies
Corentin Jemine is a machine learning engineer with 11 years of experience specializing in streaming inference and speech technologies, currently based in Liège and available for remote contract work. He has driven production-grade ML systems from data collection to low-latency inference at companies like Resemble AI and MetaVoice, and now at Sanas. Corentin built TorchStream as a solo open-source project for streaming DNN inference and contributed to the popular Real-Time-Voice-Cloning repo, focusing on feature extraction and VAD—underscoring his strength in data processing for audio models. His background spans foundational MLE and SWE work, including large-scale data ops for terabyte-scale voice model training and modular, maintainable inference engines. He combines deep CS training from the University of Liège with hands-on engineering to bridge research and production for real-time, performance-critical ML. Colleagues rely on him for pragmatic pipelines that enable streaming, inpainting, and sequential model extensions in applied speech systems.
code11 years of coding experience
job1 year of employment as a software developer
bookMaster's degree Data Science/Machine Learning, Master's degree Data Science/Machine Learning at University of Liège
languagesEnglish, French, Dutch
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Github Skills (6)

data-preprocessing10
pytorch10
deep-learning10
speech-processing10
python10
feature-extraction10

Programming languages (13)

C#JavaC++CRustTeXInno SetupHTML

Github contributions (5)

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Clone a voice in 5 seconds to generate arbitrary speech in real-time
Role in this project:
userML Engineer
Contributions:15 reviews, 249 commits, 48 PRs in 4 years
Contributions summary:Corentin contributed to the feature extraction process, demonstrating a focus on data processing within the deep learning domain. The user modified and added code within the context of a voice cloning project, including data loading and processing and the implementation of a VAD algorithm. This user's activities suggest a strong focus on machine learning model development and data preparation.
pytorchpythondeep-learningspeech-to-textspeech-recognition
resemble-ai/phonemizer

Jan 2020 - Nov 2022

Simple text to phonemes converter for multiple languages
Contributions:25 commits, 16 PRs, 22 pushes in 2 years 10 months
javascriptmultiple-languagesphonemeslanguagesconverter
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Corentin Jemine - Machine Learning Engineer at Sanas