Hi there!👋

About🤌

I am Gianluigi, a PhD student in Applied Mathematics at Université Côte d'Azur, where I am part of the J. A. Dieudonné laboratory and Maasai, an Inria project-team, located in Sophia Antipolis. I am currently working on the interpretability of machine learning models and algorithms, both by analyzing their theoretical foundations and by proposing new solutions, under the supervision of Damien Garreau and Frédéric Precioso. Previously, I got an MSc in Mathematical Engineering and a BSc in Applied Mathematics, both from Politecnico di Torino.

Education

Experience

  • AI research intern at Inria Maasai, Mar 2021-Sep 2021

  • Machine Learning engineer intern at Alten, Sep 2020-Feb 2021

  • Deputy Manager of IT Departement at at JEToP, Oct 2017-Apr 2018

  • IT Consultant at JEToP, Oct 2016-Apr 2018

See more on LinkedIn


Projects

You can find my code on Github and my publications on Google Scholar.


Highlight

SMACE: A New Method for the Interpretability of Composite Decision System [preprint][code]



Latest

  • November 2021: I attend the AI & Companies Week

  • November 19, 2021: talk at the SophIA Summit

  • November 2021: new preprint available: we propose a new method for the explainability of composite AI systems

  • October 5, 2021: I graduated with a degree in mathematical engineering!

  • October 1, 2021: I started my PhD