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Expériences
- EDF RenouvelablesLead Data EngineerENERGIEavril 2024 - Aujourd'hui (2 ans et 2 mois)Led the end-to-end engineering of a global, mission-critical data platform used across EDF Renewables’ international portfolio - spanning Europe, North America etc. Operated in a highly complex and sensitive industrial environment, enabling cross-continent teams to scale operations, standardize metadata, and unlock advanced use cases for hundreds of renewable energy assets worldwide.Quick summary• Led the design and implementation of a large-scale, serverless data platform onAWS, enabling advanced industrial use cases across hundreds of EDF Renewables assets.• Built a high-performance central API enabling clients to access unified metadata, trigger data pipeline operations, and allow business teams to upload complex configuration files through an associated frontend.• Developed and optimized advanced parsing and validation workflows for domain - specific configuration files, including algorithmic optimizations and performance-critical processing paths.• Designed new workflows end-to-end to support evolving business use cases,ensuring scalability and maintainability.• Implemented a hybrid storage strategy: DynamoDB for high-speed ingestion andlocking mechanisms, PostgreSQL as the system’s source of truth, and Delta Tables for downstream consumption (Databricks, data pipelines, analytics).• Engineered a microsecond-level ingestion system with a robust, distributed locking mechanism ensuring exactly-once activation.• Built event-driven communication between services using AWS EventBridge,enabling decoupled, reactive microservices.• Deployed a fully serverless architecture leveraging Lambda, API Gateway (or Load Balancer), VPC networking, and other AWS managed services to eliminateinfrastructure overhead.• Managed complex multi-environment deployments (SBX, STG, PRD) usingTerraform + Terragrunt for full Infrastructure as Code.• Exposed curated datasets on Databricks for advanced analytics and downstream ML/data engineering pipelines.
- L'OREAL SASenior GCP Data EngineerMODE & COSMÉTIQUESjuin 2023 - avril 2024 (10 mois)The Beauty Tech Data Platform is L'Oréal's famous asset that empower the business through Data. As a Data Engineer inside the Product team (biggest Data team), I'm in charge of updating and creating tables that many users/use cases use daily. Quick summary• Sourcing new data sources (API, SQL, Datalake, SAP…)• Creating and updating tables from the 3 layers (SDS, SDDS, CD)• Source domain dataset (SDS)• Shared domain dataset (SDDS)• Consumption dataset (CD)• Production releases every week• Development of new workflows through the L'Oréal's framework
- Media companyLead Data EngineerPRESSE & MÉDIASoctobre 2022 - mars 2023 (5 mois)Creating a Data platform to handle data of a French media company.Quick summary• Architecturing the Data pipeline (GCP)• Creating and implementing the Data Pipeline on GCP• Creation of a Data lake and different layer (Bronze, Silver & Gold)• Data processing (Cloud Dataflow = Apache Beam)• Analytics and KPI calculation (BigQuery)
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Formations
- Engineering degree – Big Data & Machine LearningEFREI ParisEngineering degree – Big Data & Machine Learning
- Study Abroad SemesterAsia Pacific University2018Study Abroad Semester