About Stéphane
English
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Japanese
Fluent
German
Basic
Spanish
Basic
Experience
- ExactCureNLP Data ScientistHEALTH AND WELLNESSSeptember 2019 - Today (6 years and 9 months)Nice, FranceData extraction project in the scientific literature.Definition and implementation of a text data processing pipeline:- Setting up a MongoDB database- Setting up an ML model based on the state of the art- Creation of a control interface in Python Flask + HTML + JavaScript- Deployment of the application in an Azure Cloud
- CESIData Science SpeakerEDUCATION AND E-LEARNINGDecember 2019 - January 2020 (1 month)Nice, FranceSupervision of the Data Science option for students in the final year of the computer engineering course.The topics covered are NoSQL technologies, Big Data frameworks (Hadoop, Spark, Kafka), Machine Learning techniques (classic classification and regression algorithms, deep learning, reinforcement learning)
- VivadataData Science InstructorEDUCATION AND E-LEARNINGJuly 2019 - Today (6 years and 10 months)Paris, FranceData Science trainer at Viavadata bootcamps.The bootcamp participants have very varied profiles without necessarily having a scientific, mathematical and computer background. The goal is to transmit general concepts through practice.The supervised subjects are: Introduction to Machine Learning and first algorithms (regression, classification, decision trees, random forest), unsupervised learning (Dimension reduction, Clustering, Anomaly detection).
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Education
- Specialized Master's in Big DataTelecom Paris2020Spécialisation en Big Data: Machine Learning et Data Engineering
- Engineering degree in Organization and Management of Information TechnologiesIMT Atlantique2007Diplôme d'ingénieur généraliste avec spécialisation en gestion de projet informatique Une année d'échange universitaire en 2005-2006 à l'université de Tokyo
Certifications
- Neural Networks and Deep LearningPython2019
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and OptimizationCoursera2019