Freelancer profile translated to English.

Description

Versatile Data Scientist Engineer specializing in solving complex problems through AI. Transversal expertise in NLP/LLM, Computer Vision, and time series analysis. Demonstrated ability to transform business challenges into high-performing ML solutions: from predictive industrial risk analysis to process optimization via advanced algorithms. Solid experience in Big Data architecture and end-to-end development. Open to opportunities in the Île-de-France region.

Languages

French
Native or bilingual
Arabic
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

SAIPEM
Data scientist and AI engineer
April 2022 - Today (4 years and 2 months)
Montigny-le-Bretonneux, France
Analysis and exploitation of design calculation data for pipelines in the context of process optimization using various machine learning models depending on the case study (XGBoost, Random Forest, ...)
Development of a conversational assistant leveraging an internal PDF document base, Graph RAG architecture combining semantic retrieval and knowledge graphs, LLM integration for precise response generation.
Development of an NLP pipeline based on Transformers for automatic analysis of the HSE database, Implementation of clustering algorithms for automatic incident category identification: Transformation of an unusable database into a predictive risk analysis tool.
Complete migration to IceBerg/Cloudera infrastructure. Design and deployment of 80+ automated pipelines (Spark, Airflow, Nifi). Drastic improvement in data performance and availability.
Python development on an internally designed platform to support the automation of pipeline design.
Python Machine learning LLM Data analysis NLP
Capgemini engineering
Optimization and Artificial Intelligence Engineer
February 2021 - August 2021 (6 months)
Vélizy-Villacoublay, France
Design of a solution to manage traffic on a network of on-demand autonomous trains based on metaheuristic methods and reinforcement learning techniques.
Generation of optimized routes for a fleet of shuttles, taking into account real-time passenger requests.
Reinforcement Learning Python Clustering Machine learning

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Master in Computer Science and Complex Systems Engineering: Artificial Intelligence and Robotics
Ecole nationale supérieure de l'Electronique et de ses Applications / Université de Cergy
2022
Master Informatique et ingénierie des systèmes complexes : intelligence artificielle et robotique
Engineering Diploma in Electrical Engineering, Control Systems Option
Polytech Nantes
2021
Diplôme ingénieur en génie électrique option contrôle commande