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Amina JebariAJ

Amina Jebari

Senior Data Engineer

€578/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Amina

Computer engineer with 9 years of experience, specializing in Data Engineering and industrialization of data platforms, with skills in DataOps, Machine Learning, and Generative AI. Certified Dataiku (4 certifications), I combine advanced technical expertise with a functional vision to design and deploy robust, scalable, and business value-oriented data solutions. Key skills:
1. Design of high-performance and scalable Data solutions on modern data architectures: modeling, ingestion, transformation, and data exposure
2. Implementation of automated and industrialized data pipelines for processing large and multi-source data
3. Mastery of: AutoML, Prompt Engineering, RAG, and LLM exploitation (LLM Mesh, GenAI Agents) on Dataiku
4. Integration of DataOps / DevOps practices: automation, CI/CD, orchestration, and monitoring of data flows
5. Implementation of data governance principles: data quality, traceability, compliance, and consistency
6. Maintenance in operational conditions and continuous improvement of data platforms
  • French

    Native or bilingual

  • English

    Fluent

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

Experience

  • BNP Paribas
    Senior Data Engineer Consultant
    BANKING AND INSURANCE
    April 2022 - December 2025 (3 years and 8 months)
    Montreuil, France
    The mission takes place within the ITG A3I team, composed of 7 people, responsible for the operation and analysis of data related to the use of DevSecOps tools for the BNP Paribas group. The team provides dashboards and KPIs to monitor and optimize the adoption and efficiency of these tools. As part of this mission, my involvement covered two distinct projects:
    Implementation of an industrialized system for collecting, transforming, and providing data to centralize data from multiple sources for BI purposes
    Analysis of KPI needs, modeling, and table structuring
    Development of a Python solution for data collection from APIs
    Analysis of API feedback and optimization of collection flows
    Refactoring code and reducing processing execution times by over 50%
    Creation of a REST API with FastAPI for exposing and consuming collected data
    Data preparation and transformation on Dataiku
    Creation of a classification pipeline in Dataiku using the Naive Bayes Machine Learning model
    Process automation: Creation of Jenkins pipelines, scheduling cron jobs on Kubernetes
    Process monitoring: Job monitoring, log analysis, and anomaly identification
    Scrum Master: Facilitating Agile ceremonies, collaborating with the PO, and coordinating the team
    Development and maintenance of a business application and its BI integration chain, ensuring the quality, consistency, and historization of data before analytical exploitation:
    Close collaboration with business teams to identify needs
    Implementation of SSIS flows
    Development of new features and evolutionary maintenance in .NET
    Management of application deployments, including change request management, coordination with DBA and OPS teams
    Python Dataiku Kubernetes Jenkins LLM
  • Groupe BPCE
    DevOps Consultant
    BANKING AND INSURANCE
    January 2019 - March 2022 (3 years and 2 months)
    Paris, France
    The mission takes place within the transformation and strategic projects unit at ITCE in an agile team of 4 people, collaborating with other departments. It focuses on two areas: Azure DevOps Server administration and project industrialization.
    Azure DevOps Server Administration:
    Development of .Net applications and PowerShell scripts to automate processes
    Development of tools to facilitate the migration of builds and task groups
    Installation, administration, and supervision of build agents on Windows VMs
    Management of Azure DevOps Server components
    Implementation of strategies for project migration
    Implementation of automated processes for generating KPIs and monitoring development activity from Azure DevOps Server builds
    Industrialization and Adoption of a DevOps Approach
    Advising and supporting industrialization projects
    Implementing CI/CD pipelines
    Ensuring coordination between project teams and OPS teams
    Defining, maintaining, and promoting good development practices
    C# Powershell Azure DevOps Server DevOps SQL Server Management Studio (SSMS)
  • VEEPEE
    BI Development Consultant
    E-COMMERCE
    January 2018 - December 2018 (11 months)
    Saint-Denis, France
    The mission takes place in the Special Operations department, within the Process & Tools team, composed of 6 people responsible for auditing business processes to propose and implement appropriate tools. In this context, my mission consisted of developing a Web application that allows La Poste and the SRM team to track parcels and manage investigations.
    1. Analysis of Support SRM data.
    2. Creation of dashboards in QlikSense
    Development of ASP.NET with Hangfire for background job execution and scheduling.
    3. Integration of QlikSense into the Web application.
    4. Use of the MVC pattern, creation of HMI views.
    5. Display management: HTML5, CSS3, jQuery, Ajax.
    6. Writing technical documentation
    C# ASP.NET MVC QlikSense SQL Server Hangfire

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Education

  • Databricks Certified Associate Developer for Apache Spark
    Spark
    2025
    Databricks Certified Associate Developer for Apache Spark
  • Advanced Designer Certificate | Core Designer
    Dataiku
    2025
    Advanced Designer Certificate | Core Designer

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