PhD in Quantum Machine Learning (thesis submitted)
Leiden University
Jun 2019 –
Aug 2023
Leiden, Netherlands
Combining Quantum Computing, Optimization and Machine Learning for industrial problems.
PhD sponsored by TotalEnergies, under the supervision of Vedran Dunjko and Thomas Bäck.
Development of hybrid quantum-classical algorithms for research and education.
Participation in teaching activities as guest presenter and developing tutorials. Supervision of students.
Quantum Computing Fellowship
Los Alamos National Laboratory
Jun 2022 –
Aug 2022
New Mexico
Selected fellow for the Quantum Computing Summer school. Implementation of QML algorithms on simulators and hardware for quantum data.
Quantum Computing Scientist
Modis - TotalEnergies
Mar 2019 –
Jul 2019
Pau, France
Helping TotalEnergies in their quantum computing project.
Implementation of quantum algorithms.
Supervising two interns in their research projects.
Quantum Computing Researcher
Oak Ridge National Laboratory - TotalEnergies
Aug 2017 –
Jan 2019
OakRidge, TN
Investigating about quantum computing and applications in Machine Learning, Chemistry, Optimization, Differential equations.
Implementation of classical and quantum algorithms:
Genetic Algorithms, Restricted Boltzmann Machines, Grover Search, TotalQBoost…
Coding algorithms with different quantum simulation softwares:
Qiskit, D-Wave Sapi, PennyLane, Strawberry Fields, Atos Quantum Learning Machine.
Writing reports for documentation on quantum algorithms potential for industry use cases.
Data Scientist
Sarenza (Leader in selling shoes online in France)
Apr 2016 –
Oct 2016
Paris, France
Created fact tables with Hive (SQL for Hadoop) that are updated everyday to save time in Data preparation for Data Science use cases.
Recommendation system using collaborative filtering.
Using Transfer Learning to extract features for clustering.
Sales forecasting with Machine Learning algorithms (Random forests, XGBoost, Extreme Gradient Boosting…) using Python and Spark.
Web Developer
BiKay (Global IT start-up part of the French Tech Cambodia community)
Jun 2015 –
Sep 2015
Phnom Penh, Cambodia
Developed in a team a web management platform in Laravel (PHP framework with JavaScript, jQuery, Ajax and HTML/CSS) for a company which manages rental properties.
Implemented a SERP (Search Engine Results Page) in Laravel by scrapping Google..
Data Extraction from websites using CasperJs.
Education
Master’s degree in Mathematical Engineering
National Institute of Applied Sciences (School of Engineering)