Description

I am a data scientist with 10+ years of extensive experience in data analysis and processing, machine learning and software engineering. I have worked with large quantity of data (either in high performance computing or big data settings) and diverse data (time series, images, text, source code, graphs).

Langues

Français
Bilingue ou natif
Anglais
Bilingue ou natif
Espagnol
Capacité professionnelle limitée

Préférences en matière de lieu de travail

Accepte de travailler sur site

Bordeaux (jusqu’à 50 km)

Lectra
Data Scientist
EDITION DE LOGICIELS
octobre 2017 - Aujourd'hui (8 ans et 8 mois)
Python Scikit-learn Pytorch MLflow SQL Server Microsoft Azure Spark Apache Kafka
The University of British Columbia
Researcher in Software Engineering / Data Scientist
CENTRES DE RECHERCHE
février 2014 - juillet 2016 (2 ans et 6 mois)
Vancouver, Canada
Conducted several quantitative and qualitative studies: social interactions within open-source software supply chains, impact of developer turnover on quality, ...

Designed a tool for visualizing software repositories (https://github.com/RepoGrams/RepoGrams).

Worked on recommendation systems in software engineering.
Ruby R Java Eclipse Platform MongoDB Gephi
LaBRI / Université de Bordeaux
Researcher in Software Engineering / Data Scientist
CENTRES DE RECHERCHE
mars 2013 - décembre 2013 (10 mois)
Bordeaux, France
Developed a framework for mining software repositories (https://github.com/se-labri/harmony).

Conducted large scale studies on thousands of software repositories with this framework to investigate different topics: characterization of library migrations, software metrics calibration, identification of developer expertise.
Java OSGi Eclipse Platform R MongoDB MySQL