Léopold Crestel
Data Scientist
Pantin, Île-de-France, France
Summary
👤
Senior🎓
Top SchoolLéopold Crestel is a data scientist with 11 years of experience bridging deep learning research and applied machine learning for creative and industrial use cases. With a PhD focused on deep symbolic learning for musical orchestration and a stint as an assistant researcher on interactive music generation at Sony CSL, he specializes in ML for audio, music production tools, and generative models. He now helps companies operationalize ML at Datalyo while also building bespoke machine-learning-driven art installations and audio synthesis systems as an independent developer. Comfortable in C#/Unity, DSP prototyping and research code, he brings both rigorous academic foundations and hands-on engineering to productionize novel algorithms. An uncommon strength is his track record of translating cutting-edge music-ML research into tangible creative systems and industry value.
11 years of coding experience
3 years of employment as a software developer
MPSI, MP* (Mathématiques, Physiques et Informatiques), MPSI, MP* (Mathématiques, Physiques et Informatiques) at Lycée FaidherbeMaster 2 (M2), ATIAM (Acoustics, Signal processing and Computer Science applied to music), Master 2 (M2), ATIAM (Acoustics, Signal processing and Computer Science applied to music) at Université Pierre et Marie CurieDoctorat, Deep learning for automatic music orchestration, Doctorat, Deep learning for automatic music orchestration at IRCAMDiplôme d'ingénieur, Signal processing, Diplôme d'ingénieur, Signal processing at Telecom ParisTech
French, English, Spanish, Italian, Japanese
Github Skills (30)
music-generation10
variational-autoencoder10
predictive10
music10
vector9
python8
machine-learning8
pytorch8
mxml8
data-science7
tensorflow7
deep-learning7
hyphenation7
parser7
dtw6
Programming languages (2)
Github contributions (5)
qsdfo/LOP
Feb 2017 - Nov 2018
Contributions:51 commits, 45 pushes, 1 branch in 1 year 8 months
qsdfo/birds_latent_generation
Apr 2020 - Jan 2022
Contributions:78 commits, 5 PRs, 96 pushes in 1 year 9 months
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