Freelancer profile translated to English.
Back to original languageAbout Youness
Data Engineer & Data Scientist with over 3 years of experience, I design and implement robust, automated, and scalable data pipelines. I work across the entire value chain: data collection, processing, storage, analysis, and valorization. I also develop backend services in Python (Flask, FastAPI) to expose models or automate processes. Expert in ML deployment, CI/CD, DataOps, and DevOps tools (Docker, Kubernetes, Airflow, MLflow).
My goal: transform your data into performance levers.
French
Native or bilingual
English
Fluent
Arabic
Native or bilingual
Can work on-site
Paris (up to 50km), Nantes (up to 50km), Lille (up to 50km), Lyon (up to 50km), Toulouse (up to 50km)
Experience
- Generali,Data Scientist / EngineerBANKING AND INSURANCEJuly 2023 - Today (2 years and 11 months)Nantes, FranceImplementation of ETL processes to extract, process, and store data. Development and improvement of NLP embedding models, compared to existing models to optimize their performance.Development of an LLM-based web service to automate document processing and store results in a PostgreSQL database. Large-scale data migration and transformation with PySpark. Development of DevOps and MLOps pipelines.Tools: Python / Streamlit / Pyspark / PostgreSQL / Gitlab / CI/CD / Cloud Azure / UML / Docker / Kubernetes / Big Data / LangChain / LLM / MLOps
- InvolysData Scientist EngineerTECHAugust 2022 - June 2023 (10 months)Casablanca, MoroccoDevelopment and automation of data processing and machine learning pipelines with Airflow. Deployment and monitoring of Machine Learning models in production with Docker, Kubernetes, and MLflow. Optimization and monitoring of model performance, including data drift and model drift detection, through logging and monitoring with MLflow and Evidently AI.Tools: Python / TensorFlow / Keras / Flask / Docker / Kubernetes / GitLab / CI/CD / Airflow / MLflow / Evidently AI / PostgreSQL
- IndataCoreData ScientistTECHFebruary 2022 - July 2022 (5 months)Casablanca, MoroccoPreprocessing of digital imaging data. Training of several object detection and classification models. Design and development of a multi-object tracking model. Development of a web application with Flask, JavaScript, and MySQL.Tools: Python / TensorFlow / Keras / OpenCV / Flask / MySQL / Github
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Education
- Master 2 Specialized in Data Science and Econometrics.University of Angers2024Master 2 Spécialisé en Data Science et Économétrie.
- State Engineer in Mathematical Engineering and Computer Science.Hassan II University2022Ingénieur d’État en Génie Mathématique et Informatique.
Certifications
- Machine Learning with Python.Coursera2022
- Machine Learning Engineering for Production (MLOps).Coursera2022