About Me

Lemaitre Guillaume

I am currently an engineer working on the maintenance of scikit-learn, a machine learning package in Python.

Curriculum Vitae

Engineer at the scikit-learn foundation at Inria

From February 2019, I am an engineer in the scikit-learn foundation @ Inria. I am focusing on the development and maintenance of scikit-learn which is a machine-learning Python package.

Feb. 2019 - Now
Engineer

Post-doc at INRIA Saclay Ile-de-France/Paris-Saclay Center for Data Science

From December 2016 to December 2018, I am a post-doc between the PARIETAL team from INRIA Saclay Ile-de-France and the Paris-Saclay Center for Data Science.

Dec. 2016 - Feb. 2019
Post-doc

Joint PhD at UdG/UBFC

In November 2016, I graduated from a joint PhD from the Universitat de Girona and the Universite de Bourgogne France-Comte. My thesis was entitled "Computer-Aided Diagnosis for Prostate Cancer using Multi-Parametric Magnetic Resonance Imaging".

Jun. 2012 - Nov. 2016
PhD candidate

Temporary assistant professor at UBFC

From March 2015 to March 2016, I was temporary assistant professor at the Universite de Bourgogne Franche-Comte. My teaching classes included MSc classes in image processing, pattern recognition, and software enginnering.

Mar. 2015 - Mar. 2016
ATER

MSc in Business Innovation and Technology Management (BITM) at UdG

In September 2014, I graduated from a Master in Business Innovation and Technology Management. My final thesis "Valorisation of Computerized Technology in the Health Care Sector".

Sep. 2012 - Sep. 2014
MSc student candidate

Barcelona Digital

From September 2011 to June 2012, I was researcher at Barcelona Digital focusing on object recognition and more precisely traffic sign detection.

Sep. 2011 - Jun. 2012
Intern researcher

Erasmus Mundus MSc in Vision and Robotics (Vibot) at HWU-UdG-UBFC

In September 2011, I graduated from a Master in Vision and Robotics. My final thesis was entitled "Absolute Quantification in 1H MRSI of the Prostate at 3T".

Sep. 2009 - Sep. 2011
MSc student candidate

Contributed Projects

imbalanced-learn

Python package to tackle the problem of imbalanced dataset by performing under- and over-sampling with various techniques.

scikit-learn

Machine learning in Python.


My Publications

© 2022 Guillaume Lemaitre