
Ramzi Houidi
Lead Data Engineer | Cloud Data Architect
Salaire / Taux journalier
Paris, France
Freelance
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À propos
Introduction
Lead Data Engineer with 5+ years building cloud-native data platforms on GCP and Azure for global enterprises like L'Oréal and Rexel. Expert in designing scalable architectures using AKS, BigQuery, and Terraform, with proven success migrating data warehouses and implementing GitOps CI/CD pipelines. I deliver robust ETL solutions and cloud infrastructure that optimize performance while reducing costs for data-driven organizations.
Expérience de travail
Lead Data Engineer
RexelFreelance
juil. 2023 - Présent
3 ans 4 mois
Paris, France
Designed and implemented a cloud-native data platform on Azure Kubernetes Service (AKS) using GitOps principles with ArgoCD. Built microservices-based data applications, designed secured configurations, and constructed resilient ETL pipelines. Provided leadership for a team while implementing DevOps and IaC frameworks for the first time in the organization. Achievements: - Designed a robust cloud-native architecture with AKS, Azure SQL, Oracle, and Azure Storage. - Implemented GitOps CI/CD pipelines with ArgoCD and Helm for automated deployments. - Integrated Azure Key Vault for secrets management and configured workload identity for secure pod authentication. - Built containerized Python ETL pipelines and batch jobs using Kubernetes CronJobs. - Configured health checks, probes, resource quotas, and auto-scaling to ensure reliability and performance. - Led the team in establishing container image versioning, configuration management, and deployment patterns. - Delivered observability and monitoring using Azure Application Insights. Technical Environment: Azure Kubernetes Service (AKS) | Azure SQL | Oracle | Azure Storage | Python | Helm | ArgoCD | Azure Key Vault | GitOps | Kubernetes CronJobs | Application Insights | Docker | CI/CD | IaC
Lead Data Engineer / Data Architect
Belmond
janv. 2023 - juil. 2023
7 mois
Paris, France
Conception, implementation, and migration of data warehouse to BigQuery. Achievements: - Designed a robust data architecture tailored to meet specific requirements for Belmond. - Developed efficient data transformation workflows using Dbt, Dataform and Workflows. - Actively participated in sprint planning sessions, ensuring smooth project execution. - Implemented BigQuery for storing and managing data, ensuring scalability and reliability. - Configured GCP infrastructure using Terraform, optimizing resource allocation. - Successfully migrated existing data to BigQuery, ensuring data quality and integrity. - Optimized query performance to enhance efficiency and reduce storage costs. - Implemented a caching solution using Firestore for faster data retrieval. Technical Environment: BigQuery | DBT | Firestore | Dataform | Python | Terraform | GCP | Docker | GIT | Fivetran | Agile Scrum
Senior Data Engineer
L'Oréal
oct. 2021 - déc. 2022
1 an 3 mois
Paris, France
Implementation and improvement of a Data Platform (Collibra): - Define and implement complex Data Management using GCP BigQuery & Collibra. - Implementation of standard and custom connectors to ingest metadata from various source systems. - Data integration. - Data quality ingestion into Collibra. - DevOps environment with Terraform, GCP Cloud Build, and Github. Achievements: - Participated in sprint planning (3 weeks). - Implemented datamarts in BigQuery. - Developed various APIs for data ingestion, reading, formatting, and creation. - Extracted technical metadata from BigQuery. - Created a workflow using Cloud Workflows. - Implemented data quality tools. - Created diverse dashboards using Google Data Studio. - Monitored the workflow and metadata. Technical environment: - Agile Scrum methodology. - Python (3.8), Poetry, Sanic Open API. - Terraform, Cloud Scheduler, App Engine, Cloud Run, Docker, Cloud Storage. - Google Data Studio, GIT, Collibra.
Data Engineer
Euler Hermes
oct. 2019 - oct. 2021
2 ans 1 mois
Paris, France
- Design and deployment of a serverless event-driven system with AWS API Gateway, AWS Lambda, and AWS Kinesis. - Design and implementation of a Data Lake on AWS based on S3. - Using Spark for Data transformation Using AWS EMR and AWS Glue. - Automation of deployments using Terraform. - Implementation of a continuous integration and deployment process with Gitlab CI / CD.
Data Engineer Intern
MFG Labs
mars 2019 - oct. 2019
8 mois
Paris Area, France
Develop and manage cloud systems (mainly on Google Cloud Platform) for various data science projects: • Ad hoc analysis via SQL / Python. • Deploy data pipelines ETLs using GCP. • Maintain code quality through Gitlab CI / CD pipelines. • Infrastructure deployments.
Full Stack Developer Intern
Peek Square
juin 2018 - août 2018
3 mois
La Goulette, Tunisie
Development of Social Network for doctors and medical company to interact, learn and share their knowledge. Keywords: Ionic 3 ,Angular 4,TypeScript,PHP,MySql
Customer Service Intern
Tunisie Télécom
juin 2017 - juil. 2017
2 mois
Formation
Télécom Paris
Engineer's degree, ADVANCED DISTRIBUTED SOFTWARE SYSTEMS
2018 - 2019
2 ans
SUP'COM
Engineer's degree, Telecommunications engineering
2016 - 2019
4 ans
IPEIS - Institut Préparatoire aux Études d'Ingénieur de Sfax
First cycle of higher education, Technology Preparation (PT)
2014 - 2016
3 ans
High school 15 November 1955
Bachelor's degree, Technology
2010 - 2014
5 ans
Licences et certifications
Google Cloud Certified Professional Cloud Architect
Délivré le : mars 2023
Professional Data Engineer
Délivré le : janv. 2023