Freelancer profile translated to English.

Description

Welcome to my profile! Over the last 7 years, I have developed expertise in GCP, which I have consolidated through multiple certifications. I am capable of intervening on a wide scope including architecture, security, and machine learning, with a focus on data. I can therefore offer you complete support in the realization of your Data & Cloud projects.

🚀 Design and implementation of large-scale data platforms

I actively contributed to the architecture and development of a robust data platform capable of processing several terabytes of data daily, combining performance, scalability, and reliability.

🔧 Data processing expertise: Batch & Streaming

I have implemented numerous batch or streaming data flows using distributed frameworks such as Dataflow and Apache Spark.

I know how to develop efficient and maintainable ETLs using Dataform or DBT, to effectively orchestrate your data transformation pipelines.

🌐 REST API deployment and system integration

I know how to design and deploy robust and secure REST APIs to expose your data.

🤖 Machine Learning & Artificial Intelligence

With a good understanding of Machine Learning principles and tools on GCP (Vertex AI, TensorFlow, etc.), I can help you transform your data into high-performing predictive models for your business needs.

🛡️ Security, FinOps, DevOps, and data governance

My approach also covers the strategic and operational challenges related to cloud usage:

Securing flows and environments (IAM, DLP, VPC, Encryption).
Cost optimization (FinOps) for better budget control.
Deployment automation (CI/CD, Terraform).
Data governance

Do not hesitate to contact me to discuss your needs and explore suitable solutions together.

Languages

French
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 50km)

Sephora
Solutions Architect | Tech Lead Data
FASHION AND COSMETICS
June 2022 - Today (4 years)
Neuilly-sur-Seine, France
The purpose of this mission is to ensure the technical operation of the data platform
I supervised the proper technical functioning of the data platform comprising several hundred terabytes, over 2,000 tables, over 2,000 application processes, and over 50 data engineers
I led the data governance program focused on improving data quality and data access management
I supervised the identification and correction of critical security vulnerabilities in the various components of the data platform
I led initiatives around FinOps for cost control of the data platform
Cloud Dataplex Data Quality Management Data Governance FinOps Google Cloud Platform (GCP) Python Programming
Sephora
Data Engineer
FASHION AND COSMETICS
November 2019 - June 2022 (2 years and 7 months)
Neuilly-sur-Seine, France
The purpose of this mission is to create a data platform on GCP
I reduced data transformation pipeline development and testing time by 30% by implementing a data transformation framework based on Dataform and Cloud Composer
I designed a high-performance and robust task orchestration system based on Cloud Composer, orchestrating over 1,400 DAGs per day
I reduced orchestration costs by 40% through snapshots and rationalizing Composer environments
I developed batch and streaming data integration flows using Dataflow
I created Rest APIs with Spring Boot and deployed with Cloud Run
Google Cloud Platform (GCP) Cloud Composer Apache Airflow Java Big Query Redis Dataform Dataflow Google Kubernetes Engine (GKE) Docker
DANONE
Machine Learning Engineer
May 2019 - November 2019 (6 months)
The purpose of this mission was to classify oncology articles based on their relevance: Highly relevant, Moderately relevant, Not relevant.
I developed, deployed, and maintained a machine learning model to predict whether an article from the oncology literature was relevant to Danone's research team or not.
Tools: GCP, Python3, Vertex AI, Firestore, App Engine, Cloud Functions
Google Cloud Platform (GCP) Python Programming Vertex AI Firestore Google App Engine Google Cloud Functions