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Gerardo Melo GuerraGM

Gerardo Melo Guerra

Data Lead, Digital Strategy, AI and Data

€980/day
Paris, FR
15+ years

Average response time: 1 hour

Freelancer profile translated to English.
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About Gerardo

Expert in Data & AI Governance, Enterprise Architect: I am passionate about technological innovations and eager to discover new professional fields. I collaborate with companies to develop and implement data & AI strategies, data-centric information systems, and adapted data governance.
I have a dual IT and business expertise, and I have managed teams of enterprise architects and data governance specialists. I have established organizations, data policies, and processes to manage data as a product, facilitating its quality improvement and sharing within companies.
I have scoped and coordinated strategic projects to ensure expected value and monitored them with KPIs tracked at the Executive Committee level.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Spanish

    Native or bilingual

Can work on-site
Paris (up to 15km)

Experience

  • Group RATP
    Data Portfolio Management and Data Acculturation Plan
    TRANSPORTATION
    February 2025 - Today (1 year and 6 months)
    Paris, France
    Support to improve data project portfolio management and Data Acculturation Plan Management.
    AI Act Support.
    Implementation of a communication and acculturation plan for Data & AI. Data & AI Master classes, AI Fresco, bootcamps for professions.
    Program Management Data & AI Acculturation
  • Sodexo SA
    Head of Global Data Governance
    RESTAURANTS AND FOOD SERVICE
    January 2020 - September 2024 (4 years and 9 months)
    Issy-les-Moulineaux, France
    Definition and Implementation of Data Governance

    - Design of a global data governance framework
    • Standards: **Data Modeling**, exchange standards, quality indicators, access management policy.
    • Data ManagementPolicies& Processes: **Data Quality, Know your Data, Data Sharing, Master Data Management**.
    • Best Practices: Quality monitoring, project prioritization
    - Deployment of aData Mesh organizationfor sharing Data products.

    Strategy and Support for Strategic Projects:

    - Support for strategic projects in data management/data governance: HR IS overhaul,SAP4/Hana Migration- ERP (Finance, Procurement/Logistics), **Supplier and Product MDM**, customer bid responses.

    - Awareness andacculturationof teams todatachallenges.

    Innovation and Transformation

    - Support and anticipation of the ramp-up of AI projects

    - Experimentation withGenAIin the context of data management (deduplication, search, etc.)

    Operational Management and Steering

    -Project Managementto implement Data Governance capabilities: Nomenclature data management, Site/Customer MDM (Informatica Cloud MDM), Data Dictionary & Marketplace (Informatica CDGC), data quality (IDQ/CDQ) and data observability tools, access management (Dremio, Azure Datalake).

    - Management or support of projects for **data quality remediation**, data collection, alignment or production of data products (datasets, data models).

    - Management of a dedicated team and facilitation of business data managers. Facilitation of Data Governance and MDM Governance committees.
    Master Data Management Data Architecture Azure Data Lake Agile Methodology (SAFe) Data Governance Data Quality Informatica CDQ - MDM - CDGC Supply Chain CSR Corporate Finance KPIs Data & AI Governance
  • BNP Paribas Cardif
    Head of Data Governance and Architecture
    BANKING AND INSURANCE
    June 2015 - January 2020 (4 years and 7 months)
    92000 Nanterre, France
    Head of the Global Data Office
    - Definition and deployment of thedata governance frameworkforSolvency II
    - Recruitment and team setup
    - Deployment of a Local CDO organization to managedata policies
    - Integration of data management into strategic project governance
    - Selection and implementation of anenterprise data dictionaryfor all countries (Collibra)
    - Management ofdata quality improvementinitiatives.
    - Implementation of monitoring for data practice maturity (Data Maturity Assessment)
    - Implementation of a certification andacculturationapproach fordata
    - Proposal ofmaster datainitiatives: Customer Reference for the French entity on Semarchy
    Collibra Master Data Management Data Quality Management Organizational Transformation Data Governance Expert Chief Data Officer Data Governance Expert

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Education

  • Computer Science Engineer
    INSA de Lyon
    1992
    Diplôle d'ingénieur informatique généraliste, projet de fin d'étude en telecom

Certifications

  • Enterprise Architecture TOGAF
    TOGAF
    2015
    IS Architecture Process Modeling Design Data Modeling

Skill set

Categories