Freelancer profile translated to English.

Description

I am a Data Scientist specializing in artificial intelligence applied to shared mobility and operational optimization.

My experience at Vulog, a world leader in shared mobility solutions, allowed me to develop and deploy machine learning and computer vision models in a production environment, with a direct impact on fleet performance.

🔎 My areas of expertise:

Forecasting and optimization: predictive demand modeling, fleet allocation optimization, usage analysis.

Computer Vision: automated detection of vehicle damage (YOLOv5) with reduction of critical errors.

Data Engineering & Analytics: extraction, cleaning, feature engineering, integration of external data (weather, events, etc.).

E-commerce & digital product: experience in managing PrestaShop sites, performance monitoring, and conversion funnel optimization.

🚀 What I offer: transforming your complex data into concrete solutions that improve your decisions and operational performance.

📍 Based in Cannes — available for remote or on-site missions.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Nice (up to 50km)

Vulog,
Apprentice Data Scientist
AUTOMOBILE
January 2022 - September 2025 (3 years and 8 months)
Nice, France
Development of machine learning models for forecasting vehicle demand (by zone and time slot), fleet allocation optimization, and analysis of usage behaviors (trip duration, parking zones).
Integration of external data (weather, local events), enabling a measurable improvement in prediction accuracy and a reduction in unnecessary repositioning.
Data preparation: extraction, cleaning, structuring, and feature engineering.
Deployment of a computer vision model (YOLOv5) for automatic detection of vehicle damage, leading to a significant reduction in critical false negatives.
Pandas Seaborn Matplotlib Scikit-learn Big Query
LAGARDERE
Apprentice E-commerce Project Manager
E-COMMERCE
January 2021 - January 2022 (1 year)
Nice, France
Operational management of e-commerce sites under PrestaShop: catalog updates, performance monitoring, and user experience (UX) optimization.
Coordination between marketing and technical teams for the deployment of new features and digital campaigns.
Improvement of the conversion funnel in collaboration with product and design teams.
Adobe Photoshop Adobe Illustrator Prestashop PHP Project Management