Experience

Ubisoft

• France
• Computer Games
• 700 & Above Employee

• Data Science Researcher, PhD

  • May 2019 - Present

  Simulation Of Diverse Human-like Behaviors In Video Games: A Reinforcement Learning Approach I built a turn-based strategic shooter in Unity for two main reasons: 1. Train DRL agents 2. Collect human data I created new approaches to train human-like agents, using solely aggregated data in small quantities, based on deep reinforcement learning techniques. Such agents can then be used to perform automated test on video games, during production. I published two research articles, which I presented at international conferences. I am in the process of publishing a thrid one by the end of my PhD. Show less



IRT AESE - Saint Exupéry

• Intern in Applied Reinforcement Learning

  • Feb 2018 - Jul 2018

  Based on reinforcement leanring, build autonomous drones. Using AirSim based simulation, trained several AI : to avoid static and dynamique obstacles while reaching a designated point. Without any knowledge on how to fly or how to orient oneself, the drone learnt those things and more using mainly pixels as input. Based on reinforcement leanring, build autonomous drones. Using AirSim based simulation, trained several AI : to avoid static and dynamique obstacles while reaching a designated point. Without any knowledge on how to fly or how to orient oneself, the drone learnt those things and more using mainly pixels as input.



Amazon

• Bangladesh
• Advertising Services
• 1 - 100 Employee

• Business Financial Analyst

  • Jul 2017 - Dec 2017

  Led a 6-month project to implement end to end financial and logistic metrics Created a new way to track the total cost of the import supply chain Developed a full end to end view on any item in the EU network to support operations Led a 6-month project to implement end to end financial and logistic metrics Created a new way to track the total cost of the import supply chain Developed a full end to end view on any item in the EU network to support operations



CRH

• United States
• Mental Health Care

• Data analyst

  • May 2016 - Aug 2016

  Developed 10 new data analysis for management control Automatized more than 15 data analysis processes Created a market prediction model, able to predict up to 10 months ahead with a controlled margin of error Developed 10 new data analysis for management control Automatized more than 15 data analysis processes Created a market prediction model, able to predict up to 10 months ahead with a controlled margin of error


BRASSERIE DU THEATRE
• France
• Restaurants
• 1 - 100 Employee
• Barman

  • Jan 2013 - Jun 2014


SARL SOPHIA LYCEE PRIVE

• France
• Education Administration Programs

• Teacher of Mathematics

  • Sep 2013 - Feb 2014

  In charge of four classes (80 students): two days a week Created material for the lessons and the assessments Managed the relationship with the parents In charge of four classes (80 students): two days a week Created material for the lessons and the assessments Managed the relationship with the parents


Pony Polo
• France
• Restaurants
• Commis de cuisine

  • Jan 2013 - Jun 2013

In Wok
• United Kingdom
• Facilities Services
• Chauffeur livreur

  • Oct 2012 - Jan 2013