Luca Canale
Senior ML Research Engineer at Sarus (YC W22)- Claim this Profile
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Bio
Experience
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Sarus (YC W22)
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France
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Data Security Software Products
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1 - 100 Employee
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Senior ML Research Engineer
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Jan 2023 - Present
- Drafting of technical notes and leading coordination with other teams. Focal point for integration of R&D deliverables into production. - Leading initiatives for updates and deployments of the synthetic data model - Finetuning LLMs with Differential Privacy
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Machine Learning Research Engineer
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Jan 2021 - May 2023
- Transformer based generative models for tabular and relational data with Jax/Flax (https://arxiv.org/pdf/2202.02145.pdf). Monitoring of the performances in production. - Development of a python library to define and manage datasets from multiple sources based on declarative programming. Design and implementation of different computation strategies with Python and SQL.
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METRON
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France
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Environmental Services
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100 - 200 Employee
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Data Scientist R&D
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Oct 2019 - Jan 2021
Paris Area, France Development of statistical and deep-learning based methods for probabilistic time series forecasting, such as electrical load, pv power, electrical demand. Implementations with scikit-learn, Tensorflow/keras
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Ecole normale supérieure
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Research Services
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700 & Above Employee
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Ph.D. Candidate, Physics
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Sep 2016 - Sep 2019
Nanotribology of ice and snow
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Université Paris Cité
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France
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Higher Education
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700 & Above Employee
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Teaching Assistant, Physics
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Sep 2016 - Sep 2019
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Cornell University
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United States
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Higher Education
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700 & Above Employee
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Visiting Scholar, Department of Physics
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Apr 2014 - Jul 2014
Ithaca, New York Area Cohen Group, Perturbations along the pitch axis on fruit flies
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Vice President and Tutor
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Oct 2011 - Jan 2014
Non-profit organization to help students coming from difficult social backgrounds in the suburb of Paris
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Education
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Ecole normale supérieure
PhD, Physics -
Ecole normale supérieure
Master’s Degree, Physics -
Ecole polytechnique
Physics and Mathematics -
National University of Singapore
Physics -
Lycée Privé Ste Geneviève
Prepa MPSI-PSI*