Freelancer profile translated to English.

Description

Expert in Data Science and Generative AI, I want to support your teams in your company's technological transformation. With my experience as Tech Lead of the DSE department, where I led the technical development of the AI core of an industrialized sovereign GPT platform (RAG architecture) for the largest French group, and Consultant for its various departments, I will be responsible for the technical framework and the delivery of high business value-added solutions for your project.

Expertise & Added Value

RAG Architectures & Agentic Frameworks Design: Development of advanced systems via LangGraph and LangChain, enabling qualitative and secure exploitation of company data with LLMs.
Industrialization & MLOps: Large-scale platform deployment. Mastery of the complete lifecycle: from architectural design to observability (Langfuse).
Technical Leadership: Leading multidisciplinary teams, interface with clients and cross-functional departments, and ensuring software quality.

Areas of Intervention

AI Strategy: Trade-offs between proprietary solutions (Cloud providers) and custom architecture, technical feasibility audits, and definition of industrialization roadmaps.
Expert Development: Creation of complex agentic workflows and LLM performance optimization (latency, accuracy, costs).
Decision Support: Financial impact analysis and ROI optimization, based on solid experience in framing, costing, and project management, Yield Management, and Pricing.

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual
Spanish
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

ITNOVEM (Filiale Technologique du groupe SNCF)
Senior Consultant & Tech Lead - Data Science
August 2020 - February 2026 (5 years and 6 months)
Paris, France
Tech Lead GenAI & Management: Leading a DSE team of 7 people dedicated to the design and production deployment of an internal sovereign GPT platform (RAG architecture) and ensuring its delivery. Strategic interface with clients and cross-functional departments (Architects, DevOps and Full-Stack Developers, Product Owner, Project Manager).
Consulting and Technical/Scientific Framing: Supporting the general management of SNCF group entities (Voyageurs, Réseau, Matériel) in defining AI and ML projects (POC, prototypes, pilots, MVP) and estimating ROI.
Industrialization & MLOps: Development standardization (OOP, Clean Code, peer reviews), implementation of decoupled architectures and CI/CD pipelines for automated testing (unit and integration) and artifacts, environment management and Docker containerization, and implementation of monitoring, observability, and quality control tools (LLM calls, cost and relevance analysis, Prompt Management, A/B Testing).
Expertise and Watchkeeping: Publishing papers and presenting at international conferences. Leading internal sessions and acting as a referent for technological watch on the state-of-the-art in AI and DS practices within the team.
Tech Lead Industrialization Generative AI RAG Project Management
REVENUE MANAGEMENT SOLUTIONS
Senior Consulting Insights and Data Analyst
August 2016 - August 2019 (3 years)
Paris, France
Strategic Consulting (Pricing & Yield): Supporting general management of major players in the fast-moving consumer goods sector in 4 countries (Middle East and Europe) with on-site missions to optimize pricing and revenue policies.
Business Development EMEA: Designing commercial and technical proposals for acquiring new accounts and renewing strategic contracts in the EMEA region.
Data Analysis: Structuring, processing, validating, and exploiting massive "panel" datasets.
Performance Management: Designing reports and dashboards for decision-making and defining key performance indicators.
Revenue Management Pricing Strategy
ABERCROMBIE & FITCH
Auditor Taxes and Payroll Europe
October 2014 - June 2016 (1 year and 8 months)
Paris, France
Financial Management: Managing tax and payroll obligations for approx. 1000 employees (Spain and Belgium).
Compliance and Audit: Ensuring compliance of fiscal reporting systems with European regulations.