Freelancer profile translated to English.

Description

Data science/engineering professional, motivated and passionate about Machine Learning, development, data analysis, and solving complex problems. I possess theoretical and practical skills in ML, mathematics, and statistics, along with the ability to manipulate large datasets to extract value.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Abbon AS
Data Consultant
RAW MATERIALS INDUSTRY
July 2024 - December 2024 (5 months)
Oslo, Norway
• As a Data Analyst and Machine Learning Engineer at Abbon AS, I was responsible for processing and analyzing sensor data from industrial machines used in oil fields.
• Developed and improved predictive models aimed at estimating water, gas, and oil volumes in oil fields using sensor data from industrial equipment.
• Supported production teams in the workshop to ensure sensor reliability during testing phases prior to deployment.
Sonate
Data Engineer/Scientist (Apprenticeship)
January 2022 - January 2023 (1 year)
Paris, France
• Collected requirements in collaboration with the HR team.
• Developed data ingestion pipelines into GCP cloud storage systems (GCS, BigQuery) using ETL processes.
• Managed real-time data streaming with Apache Kafka and automated workflows with Apache Airflow.
• Researched and built a recommendation system using Machine Learning and Transformer models in Python.
• Created data visualizations and dashboards (Looker Studio) to support recommendation insights.
• Contributed to the deployment of the Sourcer web application.
• Technologies: Python, Machine Learning, SQL, GCP, Apache Airflow, Apache Kafka, Docker, Git, GitHub Actions, ETL, FastAPI, Looker Studio.
SONATRACH
Data Analyst (Internship)
September 2020 - March 2021 (6 months)
Algiers [El Djazaïr], Algeria
• Built real-time KPI dashboards using Power BI.
• Managed resource and expense repositories, including KPIs and organizational charts.
• Performed data analyses using data warehouses to support topic understanding.

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Master 2 Machine Learning for Data Science
Paris Cité (Ex. Descartes) University
2023
Master 1 Artificial Intelligence
PARIS-EST CRÉTEIL UNIVERSITY
2022