Freelancer profile translated to English.

Description

Are you facing complex challenges in your Data, Artificial Intelligence (AI), or Cloud projects and need an experienced technical profile capable of intervening in both IT strategy and operational development?

With 10 years of experience as a CTO, Cloud Architect, Tech Delivery Lead, and experienced ML Engineer, I can solve your most complex challenges across the entire technical and strategic chain.

My approach: a dual technical and managerial skill set

Operational technical expertise:Design and development of advanced AI models, creation of AI Agents, optimization of Data Engineering pipelines, scraping and complete Cloud & Backend integration (FastAPI, NestJs).
Human and agile management:Building, guiding, and managing multidisciplinary technical teams, upskilling them to align with your business and product objectives.
Tailored support:Intervention at all stages, from strategic scoping to concrete implementation, validation of Product Market Fit, and product launch strategy, with rigorous definition and monitoring of indicators (KPIs).

What I can bring you:

Immediate technical resolution:Operational development in Python, and rapid implementation of robust solutions in ML, Artificial Intelligence (AI), and Cloud architecture.
Pragmatic strategic advice:Precise and concrete definition of the optimal technical architecture meeting your current and future business needs.
Controlled growth:Implementation of tools, architectures, and processes guaranteeing the evolution and security of your technical infrastructures and products.
Data Valorization:Transforming your data into a competitive advantage through predictive solutions, intelligent automation (AI Agent), scraping, and data pipelines.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent
Spanish
Conversational

Workplace preferences

Can work on-site

Paris (up to 50km)

Groupe Pierre & Vacances Center Parcs
Head of GenAI
TRAVEL AND TOURISM
April 2025 - Today (1 year and 4 months)
Paris, France
As Head of GenAI, I design and deploy advanced Retrieval-Augmented Generation (RAG) solutions to address complex use cases in an optimized and secure Azure cloud environment. My role combines technical expertise, strategic vision, and operational team leadership.

Guiding technical implementation of Gen AI solutions:
Design of robust and scalable RAG architectures for various business problems
Implementation of a Model Context Protocol (MCP) architecture to effectively orchestrate interactions between models and systems
Integration of LLM Judges to evaluate, filter, and improve the quality of generated responses
Optimization of AI outputs for performance, cost, and relevance
Leadership of a development team specializing in generative AI
Technologies and stack used:
Cloud & Infra: Azure Cognitive Search, Azure Functions, Azure Kubernetes Service (AKS), Azure OpenAI, Azure Blob Storage
Data & Backend: REST APIs, relational and NoSQL databases, ETL pipelines
AI & NLP: GPT models, embeddings, fine-tuning, MCP orchestration, LLM Judge scoring systems
Strategy and product support:
Identification and prioritization of high-impact business AI use cases
Close collaboration with product and business teams to ensure functional alignment
Implementation of Key Performance Indicators (KPIs) to measure the effectiveness and ROI of deployed solutions
Management and coordination:
Facilitating technical rituals and tracking team objectives
Active technological watch on AI, cloud, and MCP developments
Sharing best practices for AI-first development and integration
Artificial Intelligence DevOps Team Management AI Agent RAG
Circl
Co-Founder
E-COMMERCE
September 2022 - Today (3 years and 11 months)
Paris, France
As co-founder and CTO of Circl (an innovative mobile application for comparing grocery prices), I led all technical and product aspects of the project, leveraging a dual strategic and operational skill set.

Technical leadership and product development:
Design and implementation of a high-performance technical architecture (Cloud Architect)
Complete development of native mobile applications on iOS (SwiftUI) and Android (Kotlin)
Deployment on the Apple and Google Play stores, performance monitoring, and regular updates
Technologies and stack used:
Mobile: SwiftUI (iOS), Kotlin (Android)
Backend: NestJs, robust APIs, DBT (Data Build Tool)
Cloud: Google Cloud Platform (GCP), full stack integration for a scalable and secure infrastructure
Product strategy and user experience:
Clear product vision: definition and precise tracking of features, continuous backlog refinement
Product Market Fit validation through wireframing, prototypes, and regular user testing
Continuous optimization of Key Performance Indicators (KPIs)
Digital communication and marketing strategy:
Active participation in defining and implementing social media communication strategy (Instagram, TikTok)
Effective highlighting of product added value, enhancing brand awareness and user engagement
This unique combination of technical expertise, strong product vision, and digital communication experience allowed me to build an innovative, high-performing product aligned with market expectations.
Python Google Cloud DBT Big Query Docker
OCTO Technology
Referent Manager
DIGITAL AND IT
April 2016 - August 2022 (6 years and 4 months)
Paris, France
As the AI/MLOps Referent Manager for 6 years at a specialized consulting firm, I supported various clients (startups, large international groups) in industrializing advanced artificial intelligence and Big Data solutions.

Technical leadership and project management:
Agile project management and Delivery Management of multidisciplinary teams
Design and implementation of robust, scalable, and secure platforms
Definition of technical architectures tailored to client needs
Data Science and Big Data Expertise:
Development of advanced Data Science models (Python, Spark)
Automation of model training and deployment processes (CI/CD)
Optimization of large-volume data processing
Technologies and methodologies used:
Languages & Frameworks: Python, Spark
Infrastructure & Automation: Microsoft Azure, Docker, Ansible, GitLab CI/CD
Version Control: Git
This in-depth experience allowed me to ensure rapid and efficient deployment of data-centric solutions aligned with best MLOps practices.
Data Science Ansible Docker Spark Delivery Management