Freelancer profile translated to English.
Back to original languageAbout Francois
- Modeling of the "business" problem.
- Development of cloud architectures
- Data preprocessing.
- Statistical analysis of model data
- Implementation of appropriate Machine Learning / Deep Learning algorithms.
- Execution of POCs / Application deployment, benchmarking.
- Design of cloud architectures for the deployment of "data-centric" applications
- Presentation of results.
- Team leadership and project management.
- Conducting Data Sciences training sessions
- Technological and scientific watch in Data Sciences.
- Software engineering.
- Methodical, I demonstrate creativity in developing or implementing software solutions based on Artificial Intelligence algorithms to extract valuable information from social media data for Digital Marketing departments.
- My achievements in both Machine Learning and Deep Learning are freely accessible.
- Beyond implementing machine learning algorithms with scikit-learn or tensorflow, I explore the scientific foundations of models to understand their limitations.
- I always keep the business objectives of a project in perspective.
- My soft skills: active listening, strong interpersonal skills, team leadership, ability to present, explain, and make complex and difficult topics and concepts accessible.
English
Fluent
French
Native or bilingual
Can work on-site
Paris 13e Arrondissement (up to 50km)
Experience
- Capgemini Life SciencesLEAD DATASCIENTIST - SENIOR ARCHITECTCONSULTING AND AUDITSOctober 2021 - Today (4 years and 8 months)Paris, FranceInfrastructure: design of a cloud architecture for deploying a sensor data analysis solution.Data Sciences - NLP: design of a solution for retrieving strategic concepts from a document baseData Sciences: construction of a conceptual graph data model for a leading industrial companyData Sciences: Development of a "digital twin" ontology model on Azure for a steel industry companyData Sciences - Architecture: design of the technical architecture for industrializing an application managing metadata with an attribute graph model (life sciences)Writing commercial proposals, Recruitment, Team leadershipData Sciences - NLP: Industrialization of an NLP solution for automatic quotation generation
- BPCEMACHINE LEARNING MODELS INDUSTRIALIZATION MANAGERBANKING AND INSURANCEMay 2021 - Today (5 years and 1 month)Paris, FranceIndustrialization of machine learning systems• Formalization of the industrialization method• Leading operational monitoring workshops• Specification of monitoring and run phases, ML model lifecycle• Coordination of teams responsible for industrialization• Leading Sprint planning workshops• Leading study presentation workshops
- INFOTEL/OAIOLead DatascientistSOFTWARE PUBLISHINGFebruary 2021 - April 2021 (3 months)Paris, FranceLead• Study of the development of an AI practice for PO• Development of a Proof of Concept integrating an ML Model from website data• Model for interpreting explanatory variables
Recommendations
Be the first to recommend Francois
Help this freelancer shine by sharing your experience working together.
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- DESS Applied Mathematics (MASTER 2)Sorbonne Universités1989Analyse numérique Analyse Fonctionnelle Algèbre Linéaire Algèbre matricielle
- Master 2 Data SciencesCentraleSupélec2019Data préparation Analyses uni-multivariées Machine Learning supervisé / non supervisé Deep Learning Réduction de dimension Data visualisation
Certifications
- The Fundamentals of BIG DATAInstitut Mines Télécom
- Introduction to Digital MarketingOpenclassrooms