Experience

Attraqt

• United Kingdom
• IT Services and IT Consulting
• 1 - 100 Employee

• Senior Data Scientist

  • Sep 2019 - Present

  Making research and developing deep learning models for recommendation and search engines. Making research and developing deep learning models for recommendation and search engines.



Accor

• France
• Hospitality
• 700 & Above Employee

• Data Scientist

  • Apr 2016 - Sep 2019

  Project: Inside a team of Data Scientists and Data Engineers, development of an autonomous machine learning solution able to find optimal prices for all hotels owned by the company. I was hired as an intern by Accor during the 6 first months and hired by LumenAI as a consultant for Accor during the 15 next months. I'm currently hired by Accor as a Data Scientist. Realization: * Developing machine learning solutions to solve the endogeneity issue for markov decision process in continuous action space. * Developing fast optimization algorithm for non differentiable constraints problems. (Genetic Algorithms, Multi Agents Systems) * Developing deep learning architectures for multivariate times series problems. (MLP, CNN, RNN, MDN) * Developing distributed learning architecture on Amazon Web Services. (Docker, AWS Batch/ECS/ECR) * Developing anomaly detection and measurement algorithm for sequential data. (Machine Learning, Econometric theory) * Developing a simulator of the hotel market place. (Simulation Methods, Game Theory, Economics) * Developing internal Python libraries. * Take the lead for the Data Science and the Software Development part of the project. Technology: * Python, Spark, Tensorflow, Scikit-Learn, XgBoost, Hive, Kafka, MySQL, Docker, Git/GitLab, PyCharm, Sphinx, Linux, Hadoop, Amazon Web Services Show less



LumenAI

• France
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Nov 2016 - Dec 2017

  I was consultant for AccorHotels during 14 months (see description above) and I have developed a Factorization Machine algorithm and some deep learning architectures for lumenAI. I was consultant for AccorHotels during 14 months (see description above) and I have developed a Factorization Machine algorithm and some deep learning architectures for lumenAI.



Pierre Fabre

• Belgium
• International Affairs
• 1 - 100 Employee

• Statistician Economist Intern

  • Apr 2015 - Sep 2015

  Project: I have presented to the company a research project on Randomized Control Experiment applied to time varying market data which they have accepted. The goal of this internship was to develop a new experimental strategy to measure the return on investment of any Merchandising or Marketing campaigns realized by the company in its tracked pharmacies. Realization: * I have empirically proved the possibility to realize a precise causal experiment using Statistical Learning models and Econometric tools. * I helped the Merchandising department to deliver more robust analyses. Technology: * R * Stata Show less



Toulouse School of Economics

• France
• Higher Education
• 100 - 200 Employee

• Teaching Assistant in Microeconomics

  • Sep 2014 - Dec 2014

  I gave tutorials in Microeconomics to a class of 48 freshmen in Economy during 20 hours. The goal was to help them to solve exercises and better understand the course taught by the professor Philippe Alby. I gave tutorials in Microeconomics to a class of 48 freshmen in Economy during 20 hours. The goal was to help them to solve exercises and better understand the course taught by the professor Philippe Alby.

• Economist Intern - International Strategic Coordination Department

  • Jun 2014 - Aug 2014

  The International Coordination Strategic department aims to coordinate all strategies of the countries where the company have an office with the headquarter vision. Mission and Realization: * Creation of a statistical report on country performances enabling improvement of the company visibility on worldwide performances. * Using Time Series modeling to predict the short run profit for all brands owned by the company. * Showing the interest for the company to use mathematical tools to help business decision makers. Technology: * Eviews * Excel Show less