Freelancer profile translated to English.
Back to original languageAbout Mathieu
🎯 Data & AI Solution Architect
đź’ˇ Expert in complex data projects & business-oriented AI solutions
đź“Ť Freelance | +10 years of experience | Retail, Services, Telecom, SaaS
For over 10 years, I have been assisting companies in implementing high-value-added data projects, ensuring tool interoperability, data flow structuring, and data governance.
My experience allows me to quickly understand business challenges, translate needs into concrete solutions, and secure each project in compliance with GDPR.
Today, I am applying this expertise to Generative AI and intelligent agents, combining:
- An impact-oriented product vision
- The ability to manage AI projects end-to-end, from scoping to delivery
🧠Specializations:
- AI / Product Data Roadmaps
- Integration with business systems and APIs
- Governance, GDPR, MDM, MongoDB
Recent Projects:
AI for automatic media categorization and product sheet enrichment
MongoDB + Mirakl data portal to ensure product data reliability
Lead Run Manager Data – Cultura
đź“© Available for freelance short-term assignments, product scoping, or AI development.
French
Native or bilingual
Can work on-site
Niort (up to 20km), La Rochelle (up to 10km)
Experience
- MacifData/AI Solution ArchitectFebruary 2026 - Today (4 months)I am responsible for the study and scoping of the Data / AI solution to be implemented on MACIF's various projects.- Requirements gathering- Facilitating discussions with Data Enterprise Architects around the solution- Presenting and arbitrating the solution in committee
- UmakeLead Run Manager – CulturaE-COMMERCEFebruary 2024 - Today (2 years and 4 months)Bordeaux, FranceAs Lead Run Manager within Cultura's Data department, I was responsible for:Cross-functional project management: coordinating and monitoring several Data initiatives (CRM, BI, E-commerce, Product Data) involving IT and business teams.Production supervision: daily management of all ETL processes, microservices, and APIs.Ensuring quality and performance: implementing KPIs, quality controls, test plans, and corrective actions to optimize processing times and data reliability.Leading multidisciplinary teams: managing several IT Data teams.Liaising with IT and business departments: gathering and formalizing needs, prioritizing requests, developing functional and technical specifications.Continuous improvement: deploying best practices (DataOps, versioning, centralized documentation) and facilitating internal workshops to promote a Data culture.Through this role, I enhanced the agility and efficiency of the Data department, while ensuring the regular and qualitative delivery of the company's strategic projects.
- UmakeData AI Project ManagerE-COMMERCEOctober 2021 - February 2026 (4 years and 4 months)Bordeaux, FranceAs Product Owner, I took on the dual role of Business Analyst and Project Manager to orchestrate the evolution of the product referencing chain:
- RUN of PIM: maintaining the catalog in operational condition (managing product feed imports/exports, monitoring processes, and resolving incidents).
- BUILD – Image Qualification Integration: designing and deploying a connector to an external provider to automatically enhance the quality of product visuals.
- BUILD – Supplier Portal: functional scoping, writing user stories, and monitoring the development of a self-service interface for suppliers to submit and update product data.
- BUILD – Sourcing & Pre-referencing Repository: defining a unified repository to centralize supplier data, structure pre-referencing, and accelerate time-to-market.
Agile Methodology: facilitating Scrum ceremonies (planning, daily stand-up, review, retrospective) with a team of 5 contributors (PO, Scrum Master, developers, QA).Business liaison & management: gathering and formalizing needs from Marketing and Purchasing teams, prioritizing the backlog, writing functional specifications, and ensuring deliverable consistency with product strategy.This mission allowed me to streamline collaboration between IT and business departments.
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Education
- Master 2 (M2), MIAGEUniversity of Bordeaux2016Master 2 (M2), MIAGE
- DUT, Statistics and Decision-Making ITIUT of Poitiers2013DUT, Statistiques et Informatique DĂ©cisionnelle