Freelancer profile translated to English.
Back to original languageAbout Yousra
French, holder of three Master's degrees in Data Science, Machine Learning, and Artificial Intelligence, I have solid experience in data engineering and science, acquired within leading companies. My expertise covers the design of robust data architectures, the development of ETL pipelines, and the implementation of cloud solutions with Azure and Databricks. I also have advanced experience with Spark and Python for fast and scalable processing of massive data. Recognized for my ability to optimize data processes and mentor data engineering teams, I am rigorous, punctual, possess initiative and teamwork skills, and am ready to put my skills to the test for new challenges.
Arabic
Native or bilingual
English
Fluent
French
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Eni Gas & Power FranceLead Data EngineerMay 2022 - Today (4 years and 1 month)92300 Levallois-Perret, FranceDesign and management of data architectures on Azure• Contribute to the migration of data systems to Azure to ensure an efficient transition.• Design and implement a scalable data architecture on Azure to process large volumes of data.• Implement monitoring and data flow tracking tools on Azure to ensure the quality and reliability of processed data.Development and optimization of data pipelines with Databricks• Mentor a team of 3 data engineers in the development and maintenance of data pipelines on Databricks.• Support junior Data Engineers in their skill development.• Optimize the performance of data processing on Databricks to reduce processing times.• Manage the technologies used, such as Databricks and Data Factory, to maintain optimal performance.ETL and Data Processing with Spark• Use of Pentaho for ETL data integration and processing.• Development and optimization of data pipelines with Spark for in-memory processing, Airflow for workflow orchestration, and AWS S3 for data storage.
- Daikin FranceData Engineer & Data ScientistNovember 2021 - April 2022 (6 months)92000 Nanterre, FranceDevelopment and Optimization of Data Models and Systems• Develop machine learning models to predict the quantity of machines to be sold at the European level.• Optimize the performance of databases and data processing systems.Support and Request Management• Participate in the design and implementation of solutions to automate request management and optimize ticket tracking, in order to improve customer support efficiency.
- Metro FranceData Engineer & Data Scientist (Apprenticeship)October 2020 - September 2021 (11 months)92000 Nanterre, FranceData Development and Analysis• Develop machine learning algorithms to predict customer behavior during promotional periods.Optimization and Volume Forecast Management• Optimize and automate product volume recommendations for promotional periods and efficiently distribute these volumes among warehouses.• Provide volume forecasts 1 to 3 months in advance to anticipate promotional needs.
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Education
- Master 2: Machine Learning for Data ScienceUniversité de Paris Descartes2021Master 2 : Machine Learning pour la science des données
- Master 2: Cognitive Sciences, Artificial Intelligence OptionUniversité de Lorraine – Institute of Digital Sciences, Management and Cognition – Nancy2020