About Reine
French
Native or bilingual
English
Fluent
Experience
- THALESManager Data ― Data Quality & GovernanceDEFENSE AND MILITARYNovember 2025 - March 2026 (4 months)Paris, FranceLed 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 - L'Oréal SA - L'Oréal FRANCEProduct Owner Data ― ERP Migration & B2B Product RepositoryRETAIL (LARGE RETAILERS)December 2022 - December 2024 (2 years)Levallois-Perret, FranceLed 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 - L'Oréal SA - L'Oréal FRANCECloud Data Manager ― BI & Datalake Governance GCPRETAIL (SMALL BUSINESS)December 2022 - December 2023 (1 year)Levallois-Perret, FranceResponsible 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
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Education
- Prince 2 Foundation Data-visualization withMatplotlibPrince 2 Foundation Data-visualization with
- Regression with scikit-learn Exploratory statistics for data analysis Secouriste - niveau PSE1Regression with scikit-learn Exploratory statistics for data analysis Secouriste - niveau PSE1