Freelancer profile translated to English.

Description

With over 4 years of experience in data science, including 2 years at Safran, I help organizations understand, structure, and leverage their data to guide their decisions.

As a freelancer, I undertake high-value-added missions in data expertise, modeling, and project management.

I place great importance on pedagogy and simplification to help teams fully adopt the deployed solutions, and I also lead professional training sessions to support their skill development.

Languages

French
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km), Lyon (up to 20km), Grenoble (up to 20km)

SAFRAN
Lead Data Scientist
November 2023 - March 2026 (2 years and 4 months)
Paris, France
Integrated into the Datalab to support in-service fleets, with a role of technical referent and transverse coordination.

• Design and deployment of analytical models for risk assessment on civil and military fleets
• Industrialization of Data solutions: creation and deployment of Python projects (Agile Management, CI/CD, linting with Ruff, publication via Twine)
• Structuring of collaborative workflows (Git, Jira, code reviews)
• Management and training of Data Scientists (scoping, technical validation, training: Python, Virtual Environment, Cloud)
• Strategic presentations to state entities (AIA, DGA) and flight safety managers
Python Project management Data science SQL Git
Soladis
Data Scientist
October 2021 - October 2023 (2 years)
Lyon, France
Multi-project interventions in the fields of Industry, Energy, and Health, with a full-stack data approach.
• Development of data pipelines (SQL / Python) and integration of AI models
• Deployment of analytical solutions on AWS and Azure
• Data audit and database structuring
• Agile work using Git, Jira, and Slack

Python Referent within the company:
• Leading Python training for employees
• Pedagogical intervention in a Lyon-based school to train students in programming and data fundamentals
• Technical support and mentoring of junior profiles

Notable projects:
• Nestlé: real-time traceability of production lines
• Citeo: classification of packaging using neural networks
• HCL: autoencoder and patient classification model
• Total: data audit of industrial fleet consumption
Python SQL Git Azure DevOps AWS
AIRBUS Defence & Space - Toulouse
Data Scientist
AVIATION AND AEROSPACE
March 2021 - September 2021 (6 months)
78990 Élancourt, France
Development of a static analysis solution for JavaScript files based on Machine Learning algorithms to detect malicious files. Reference: Vladimir Spigiel ()

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Master 2 STD Track, Mathematics and Statistics
Université Clermont Auvergne
2021
Master 2 Parcours STD, Mathématiques et statistiques
Bachelor's Degree 3rd MIASHS IDS Track (Data Science), Statistics and Computer Science
Université Lumière Lyon 2
2019
Licence 3ème MIASHS Parcours IDS (Data Science), Statistiques et Informatiques