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Emilie-Brenda NaoussiEN

Emilie-Brenda Naoussi

Finops MultiCloud | Data Analyst

€600/day
3 projects
Paris, FR
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Emilie-Brenda

Finops Engineer and Data Analyst based in Paris, specializing in the MultiCloud ecosystem.

With 5 years of combined experience on GCP and Azure, I have supported companies such as Sanofi, La Banque Postale, Bouygues, and Air France KLM in increasingly ambitious projects.

- Migration of Risk and Finance datalakes and construction of Data Marts.
- Optimization of 30% of the annual Move To Cloud budget (> 3 million euros)
- Migration of a hundred QlikView reports to Tableau and PowerBI.
- Allocation of orphaned resources (Tagging) and refactoring to end users.
- Creation of Data Pipelines for the collection, storage, and transformation of unstructured data.
- Acculturation, training in Finops and Business Intelligence.

My preferred tools:
Sql, BigQuery, Azure Data Factory, Github, Terraform, PowerBi, Tableau, Looker, Dataiku, Python, Excel, Confluence, and Jira.
  • French

    Native or bilingual

  • English

    Fluent

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

Experience

  • Air France
    Finops GCP & Azure - DATA Analyst BigQuery
    AVIATION AND AEROSPACE
    February 2024 - Today (2 years and 4 months)
    Paris, France
    Construction of an end-to-end FinOps steering platform (GCP and Azure)

    - Ingestion of detailed billing data into BigQuery.
    - FinOps For AI through monitoring of LLM Tokens, APIs, inference, and GenAI licenses costs.
    - Transformation and modeling of a robust semantic model.
    - Implementation of decision-making dashboards in Looker and PowerBI for COMEX / IT Finance steering.
    Result: Shift from a technical cost view to a business-oriented view focused on products and profit centers.

    Governance & Cost Allocation (Tagging via Terraform)
    - Implementation of a monthly chargeback model (direct, indirect, and shared costs) to Business Units.
    Result: Team accountability, reduction of unallocated costs, improvement of budget predictability.

    Global Budget Optimization (-30%)
    - Massive Rightsizing and Stop & Start of VMs (Linux), Cloud SQL databases (PostgreSQL).
    - BigQuery Optimization (queries, slot reservations).
    - Storage Strategy (Cloud Storage & BigQuery): archiving, transition from a logical to a physical model.
    Result: 60% reduction in storage costs and 30% optimization of the overall budget.

    Optimization of Cloud Financial Commitments
    - Implementation of Flexible Spend-based CUD, RI & SP
    Result: Maximization of coverage rate, reduction of unit cost for critical workloads.

    SaaS & MultiCloud Steering
    - Financial management of SaaS solutions (MongoDB, Informatica, Collibra).
    Result: Centralized financial visibility and contract rationalization
    FinOps Certification Big Query Collibra Microsoft Power BI Looker
  • ELSAN
    Expert FinOps Azure - Data Analyst
    MEDICAL
    December 2024 - May 2025 (5 months)
    Paris, France
    Structuring Azure financial governance and ensuring accurate cost allocation to healthcare facilities in a multi-entity environment.

    Achievements & Impact:
    Tagging Strategy & Orphaned Resource Management
    - Identification and tagging of unallocated resources.
    - Reduction of "invisible" costs.
    Result: Improved budget transparency and IT consumer accountability.

    Multi-facility Chargeback Model
    - Construction of a direct, indirect, and shared cost allocation model.
    Result: Implementation of equitable chargeback, facilitating local budget control.

    Financial Commitment Optimization (RI / Savings Plans)
    - Analysis of consumption patterns.
    - Subscription and adjustment of Reserved Instances & Savings Plans.
    Result: Significant reduction in compute and database costs.

    Executive Power BI Reporting
    - Creation of director-oriented Azure financial dashboards.
    Result: Shift from technical reporting to decision-making financial steering.
    FinOps Data analysis Microsoft Azure PowerBI
  • Bouygues Telecom
    GCP Data Administrator, Finops & GreenOps
    TELECOMMUNICATIONS
    September 2023 - February 2024 (5 months)
    Meudon, France
    - IAM Identity and Access Management,
    - GCP compute cost optimization (Transition from VMs to GKEs)
    - Storage cost optimization (Definition of appropriate GCS storage classes): Nearline, Coldline,...
    - BigQuery cost optimization and best practices guide writing.
    - Reporting on Looker Studio and Tableau Desktop.
    - User training on Dataiku hosted on GCP VMs
    Bigquery Looker Tableau Desktop Big Query Google cloud

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Education

  • Engineering degree in Big Data
    ESAIP
    2021

Certifications

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