Freelancer profile translated to English.

Description

Holding a Master's degree in Computer Engineering, I combine several years of experience in web development (Symfony, Sylius, PHP, MySQL, Docker) with advanced specialization in AI (Python, Django, LangChain, Vertex AI).

Today, at Sud Ouest, I serve as the AI referent, where I lead strategic projects combining NLP, content generation, RAG, and business process automation.

My role encompasses both development and project management: functional scoping, progress tracking, coordination with product teams, writing, technical, and data.

Curious, rigorous, and passionate about innovation, I enjoy designing concrete, useful, and scalable technical solutions.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Bordeaux (up to 10km)

SUD OUEST
AI Solutions Architect
PRESS AND MEDIA
February 2025 - Today (1 year and 4 months)
Bordeaux, France
Groupe Sud Ouest is a press group based in Bordeaux, specializing in regional information. It also owns various press titles, websites, and event activities in Nouvelle-Aquitaine.

Technical and functional leadership of innovative AI and data projects (audio transcription, brief generation, assisted correction, recommendation, editorial production automation), in direct collaboration with product, editorial, and data teams.
Development of robust solutions in Python/Django/PHP/Symfony, integrated into the internal ecosystem via APIs: structured processing, large-scale content generation, orchestration of publication workflows (CUE) and enrichment (tagging), with web interfaces (Nuxt/Vue) and RAG pipelines (FAISS + LangChain).
Implementation of an AI product approach: business needs scoping, rapid prototyping, industrialization and deployment (Docker), operational reliability (takeover, monitoring, planning), and user support.
Python Vertex AI Gemini Docker Django
Hellowork group
PHP/Symfony Developer
HUMAN RESOURCES
May 2024 - February 2025 (9 months)
Bordeaux, France
HelloWork is the French leader in recruitment and career guidance platforms, facilitating connections between talent and employers through innovative tools.

Design, development, and maintenance of complex web applications using Symfony 5.4 (PHP 8.1) in a Dockerized environment.
Full-stack interventions: backend APIs, frontend interfaces (TypeScript), and integration of automated tests with PHPUnit.
Management and processing of large volumes of data via MongoDB and ElasticSearch, with performance optimization.
Docker Symfony Elasticsearch MongoDB Typescript
hello RSE
PHP/Symfony Developer
E-COMMERCE
May 2022 - May 2024 (1 year and 11 months)
Bordeaux, France
Hello RSE is a startup developing digital tools to help companies improve their environmental, social, and economic impact through CSR initiatives.

Development of the HelloRSE e-commerce website based on Sylius 1.12 and Symfony 5.4 (PHP 7.4), within a Dockerized environment.
Full-stack interventions: backend development (Symfony, Sylius), frontend interfaces (ELM), and Elasticsearch integration.
Management of large data volumes and performance optimization on a MySQL database.
PHP Symfony Sylius Elasticsearch Docker Elm