About Emilie-Brenda
French
Native or bilingual
English
Fluent
Experience
- Air FranceFinops GCP & Azure - DATA Analyst BigQueryAVIATION AND AEROSPACEFebruary 2024 - Today (2 years and 4 months)Paris, FranceConstruction 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 & SPResult: 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
- ELSANExpert FinOps Azure - Data AnalystMEDICALDecember 2024 - May 2025 (5 months)Paris, FranceStructuring 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.
- Bouygues TelecomGCP Data Administrator, Finops & GreenOpsTELECOMMUNICATIONSSeptember 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
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Education
- Engineering degree in Big DataESAIP2021
Certifications
- DataikuDataiku2022