Freelancer profile translated to English.

Description

I support companies in the design and implementation of data and AI products, from framing the need to the usable prototype or the first production release.

My profile combines a Product Owner approach, a technical culture from system/network, and concrete skills in data science, machine learning, data engineering, and applied AI.

I can intervene to clarify a business need, identify relevant AI use cases, define an MVP, structure a roadmap, develop a machine learning pipeline, create a prediction API, or prepare a solution for cloud deployment.

I have worked on various projects: credit scoring, customer segmentation, recommendation system, NLP, computer vision, Big Data pipeline with Spark on AWS, and framing an AI application with Microsoft Azure architecture.

I particularly enjoy missions where the goal is to bridge the gap between business, product, and technology: understanding the real problem, choosing a realistic solution, delivering quickly, documenting clearly, and preparing for what's next.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Marseille (up to 20km)

appSters
Projects in the fields of Data and AI
DIGITAL AND IT
November 2025 - March 2026 (4 months)
Marseille, France
Credit scoring
Supervised machine learning, feature engineering, business threshold, interpretability
-
Olist customer segmentation
Clustering, RFM, marketing analytics, segment stability
-
MyContent Recommendation
Recommendation system, LightFM, API, MVP, deployment
-
NLP / embeddings
Text classification, SBERT/BGE, experimentation, model comparison
-
FutureVisionTransport / image segmentation
Computer vision, segmentation, IoU/mIoU metrics, ML pipeline
-
Fruit images Big Data
Spark, AWS, distributed processing, computer vision
-
Azure AI application framing
Product Ownership, MVP, budget, team, cloud AI architecture
-
Cawyu parental control
Product framing, application architecture, Swift, complex business rules
AI Engineer Machine learning NLP Data science Product Ownership
appSters,
Product Owner & Founder
January 2015 - January 2018 (3 years)
Marseille, France
Design and management of an iOS application for parental control of digital usage. Management of the complete product cycle: backlog definition, Scrum sprint facilitation, feature prioritization, coordination of technical and business stakeholders.
Enovacom,
Project Manager & Product Owner
January 2007 - January 2013 (6 years)
Marseille, France
Publisher of interoperability solutions for the healthcare sector (hospitals, clinics, laboratories). Two successive roles:
– Project Manager: on-site deployments and product training (Antares) for IT and business teams in healthcare facilities
– Product Owner: management of the development of identity management and strong authentication solutions