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).

Languages

French
Native or bilingual
English
Native or bilingual
Spanish
Conversational

Workplace preferences

Can work on-site

Bordeaux (up to 50km)

Lectra
Data Scientist
SOFTWARE PUBLISHING
October 2017 - Today (8 years and 9 months)
Python Scikit-learn Pytorch MLflow SQL Server Microsoft Azure Spark Apache Kafka
The University of British Columbia
Researcher in Software Engineering / Data Scientist
RESEARCH
February 2014 - July 2016 (2 years and 6 months)
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
RESEARCH
March 2013 - December 2013 (10 months)
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