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Reine A.RA

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About Reine

Product Owner with 8 years of experience at the intersection of Data, Cloud, and ERP environments, within large corporate contexts (defense, retail, transport). I have developed expertise covering data quality, data transformation, and BI structuring (GCP/Power Query).
Experiences at Thales (S&OP and OTD scopes, multi-international entities and multi-functions) and L'Oréal (SAP migration on B2B Product repositories including Supply Chain data, Cloud datasets).
Certified PSPO I and Prince2, I act as an interface between business, IT, and data engineering teams - from functional scoping to production deployment.
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Massy (up to 50km)

Experience

  • THALES
    Manager Data ― Data Quality & Governance
    DEFENSE AND MILITARY
    November 2025 - March 2026 (4 months)
    Paris, France
    Led the global Data Quality initiative for the Thales group across OTD and S&OP scopes for 8 entities (LAS, DMS, SIX, AVS, TAS, UK, Germany, Netherlands) across 6 functions (Industry, Sales, Procurement, Finance, Engineering, and Bids & Projects)
    • Collection of quality rules through business interviews, scoping workshops, and
    • DataGalaxy - OTD, S&OP, Bids & Projects, and Sales scopes
    • Coordination of BI development and structuring of the group dashboard
    • Design of technical specifications for the development team
    • Mapping of rules between entities
    Key Deliverables:11 rules deployed on the group dashboard - extension of the scope to S&OP, and the Engineering and Bids & Projects functions
    DataGalaxy Data Quality Functional Specifications Data mapping Data management & repositories (MDM, data quality)
  • L'Oréal SA - L'Oréal FRANCE
    Product Owner Data ― ERP Migration & B2B Product Repository
    RETAIL (LARGE RETAILERS)
    December 2022 - December 2024 (2 years)
    Levallois-Perret, France
    Led the migration of the product repository (A3PIM application, B2B Consumer catalog) as part of the SAP ECC → SAP S/4 HANA migration (Neo Program). Responsible for the functional backlog, scoping, data mapping, and validation testing up to production.

    • Analysis of business needs, definition of the target functional scope, and product backlog management
    • Mapping of 300+ industrial attributes (Product, BOM, logistics data, classification) from the IBM Infosphere repository, transmitted via SAP API, GCP API, and pivot table - rewriting of 200 business rules to secure data integrity during migration
    • Monitoring of API integration flows via Postman, ELK, and HIP - integration testing of mapped attributes between IBM Infosphere, SAP S/4 HANA, and GCP
    • - Led 2 development teams, conducted functional acceptance testing (UAT) via ServiceNow

    Key Deliverables:20,000 products remediated and deployed in production - complete functional specifications and interface mapping files
    Elastic Stack (ELK) Postman Project Management Functional Specifications UAT
  • L'Oréal SA - L'Oréal FRANCE
    Cloud Data Manager ― BI & Datalake Governance GCP
    RETAIL (SMALL BUSINESS)
    December 2022 - December 2023 (1 year)
    Levallois-Perret, France
    Responsible for the quality and governance of the P360 datalake on GCP,
    feeding the Finance, Supply Chain, and Commerce teams.

    • BigQuery querying for data quality verification and arbitration with business
    • Data lineage and data quality monitoring in Collibra - user training on governance principles and documentation on Confluence
    • Creation of GCP tables via GitHub and updating datasets (JSON)
    • Building and remediating Power BI dashboards (DAX, M, Power Query ETL)
    • Interface with Supply, Sales, and Finance teams for data qualification and use case evolution
    Key Deliverables:85% of business tickets resolved - 2 GCP tables created via Git, Several datasets evolved, 2 Power BI dashboards built and several remediated
    Google Cloud Platform (GCP) JSON SQL Microsoft Power BI Atlassian Confluence

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Education

  • Prince 2 Foundation Data-visualization with
    Matplotlib
    Prince 2 Foundation Data-visualization with
  • Regression with scikit-learn Exploratory statistics for data analysis Secouriste - niveau PSE1
    Regression with scikit-learn Exploratory statistics for data analysis Secouriste - niveau PSE1

Skill set

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