Thomas Schmitt Email & Phone Number

Paris, Île-De-France, France

Re-define and deploy the new recommender system for dailymotion.com

Paris, Île-De-France, France

Create and deploy the Recommender System for the Youboox application, with both collaborative filtering and NLP.Using mostly Python, Airflow and BigQuery

Paris Area, France

Working as a team support and contributing to the Scikit-Learn library.Implementing algorithms to handle missing values in big datasets and writing tutorials on machine learning (https://www.fun-mooc.fr/fr/cours/machine-learning-python-scikit-learn/)

Japan

Studies and experiments on neural networks for text document embedding.

Paris Area, France

Recommender System coupled with Natural Language Processing and Deep Learning.My Ph.D. title: "Collaborative Matching of Job Openings and Job Seekers"During my Ph.D. I learned an ad hoc text representation which take into account the collaborative filtering information to improves recommendation for cold start problem. The main model was a Siamese Neural Network trained on hundreds of thousands text documents, improving the content based-recommendation. I was qualified to the final phase of the RecSys 2017 challenge on recommendation (final rank: 15 out of 100+)

Doctor Of Philosophy - Phd, Machine Learning

Master'S Degree, Mathematics And Computer Science

M2: Mathematics for Life Sciences - Statistics in High Dimension - Model selection - Probability

Master Thesis, Mathematics And Statistics, Master

Multi Armed Bandits paradigm with an entropy penalty. Improving over the UCB algorithm

Agrégation, Mathématiques

National competitive exams to become high school teacher in Mathematics

Classes Préparatoires (Mpsi, Mp*), Mathematics, Physics And Computer Sciences