Freelancer profile translated to English.
Back to original languageAbout Regis
Computer engineer, recently graduated as a Data Scientist with OpenClassrooms/CentraleSupélec.
I am experienced in computer development, specializing in web and E-Commerce as well as IT project management, and I have complemented my skills by working on Machine Learning and Artificial Intelligence projects.
French
Native or bilingual
Remote only
Primarily works remotely
Experience
- Travailleur IndépendantWeb / E-Commerce / Data Scientist DeveloperE-COMMERCEApril 2013 - Today (13 years and 4 months)- Management of several e-commerce sites for cosmetic products.- Segmentation of e-commerce site customers: Use of k-means, DBSCAN, and hierarchical clustering models.- Automatic classification of consumer goods: Text processing with the implementation of Natural Language Processing techniques. Image processing with CNN Transfer Learning algorithms.- Deploy a model in the cloud: Development of Pyspark scripts and deployment on AWS and Google Cloud to leverage a Big Data architecture and test a significant increase in data volume.
- ACADEMIE DE GRENOBLE RECTORATContract Teacher - Mathematics ProfessorEDUCATION AND E-LEARNINGSeptember 2017 - Today (8 years and 11 months)
- DotSoftProject DirectorE-COMMERCEApril 2008 - April 2013 (5 years)Project Director in the E-Commerce department of Dotsoft for clients Lafuma, Oxbow, Eider etc...- Mastery of the project lifecycle and budget aspects.- Responsible for the E-Commerce product, its architecture, its evolution, and its development in a Scrum environment.- Team recruitment and skills development.- Communication with technical and marketing clients.
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Education
- Data ScientistOpenClassRooms - CentraleSupélec2022- Collecter et préparer les données en vue de l’analyse. - Programmer des algorithmes de Machine Learning. - Déployer des algorithmes dans le cloud avec les outils du Big Data. - Communiquer les résultats à des spécialistes ou des néophytes.