Biography

I am a MASc Student at the University of Toronto in the department of Electrical and Computer Engineering and at the Vector Institute. I am advised by Prof. Nicolas Papernot.

Interests

  • Artificial Intelligence
  • Deep Learning
  • Computer Security
  • Data Privacy
  • Risk modeling
  • Environmental issues

Education

  • MASc in Electrical and Computer Engineering, 2021 (expected)

    University of Toronto, Canada

  • Diplôme d'ingénieur, 2021 (expected)

    École Centrale de Lyon, France

  • Classe Préparatoire aux Grandes Écoles, equivalent to first 2 years of B.S in Engineering Sciences, 2017

    Lycée Pierre de Fermat, France

  • French Baccalauréat, with highest distinction, 2015

    Lycée Renée Billères, France

Publications

Machine Unlearning

Once users have shared their data online, it is generally difficult for them to revoke access and ask for the data to be deleted. …

Experience

 
 
 
 
 

Research Assistant

CleverHans Lab

Sep 2019 – Present Toronto, ON
Currently working with Pr. Nicolas Papernot on Trustworthy Machine Learning. Focus on privacy preserving ML, secure audio processing and risk modeling.
 
 
 
 
 

Data Analyst

Ministère des Armées

May 2019 – Jul 2019 Lyon, France
Design of an automated process of classification of textual content extracted from various social networks. Creation of a custom dataset and exploitation by ML techniques.
 
 
 
 
 

Student Research Project

École Centrale de Lyon

Sep 2018 – Apr 2019 Lyon, France

Deep-Learning embedding techniques applied to the processing of natural languages:

  • Extension of word embedding techniques (Word2Vec) to sentences, paragraphs and documents.
  • Use of syntactic generative grammar models to improve sentence representation.
  • Generation of automated summaries using Word2Vec representation.
 
 
 
 
 

Voluntary Work

ÉCLAIR Student IT Organization

Jan 2018 – Jul 2019 Lyon, France

Developer, Sysadmin, Communication Officer

  • Administration of the local network of the student accommodation, about 800 rooms.
  • Design, maintenance and hosting of the websites of various student organizations, about 20 websites.
  • Design and maintenance of a campus-wide system of payment, about 3,000 users, revenue €100,000 per year.

Skills

Python

Pytorch

Tensorflow

GNU/Linux

Git

Docker

HTML5

CSS3

JavaScript

NodeJS

Angular

SQL

C/C++

Matlab

Rust