Kenza BOUZIDI
Data Scientist & Machine Learning Engineer | NLP • LLMs • RAG •
Salaire / Taux journalier
Paris, France
Freelance
Expertises
Langues
À propos
Introduction
Data Scientist and Machine Learning Engineer with a strong background in mathematics, statistics, and applied machine learning. I work on end-to-end ML projects, from data exploration and feature engineering to model development and evaluation, with a strong focus on NLP, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG). I have experience delivering applied AI solutions in finance and document-intensive domains, and I enjoy collaborating with cross-functional teams to turn data into impactful products.
Expérience de travail
Data Scientist / Machine Learning Engineer
Smart'AI & CoFreelance
sept. 2024 - Présent
1 an 10 mois
Designed and deployed applied AI solutions for document-intensive use cases (legal, real estate) Built end-to-end NLP pipelines including data preprocessing, feature engineering, and model evaluation Implemented LLM-based and RAG architectures for document understanding and long-document processing Collaborated with stakeholders to translate business needs into ML solutions
Lecturer – NLP
Université Paris-Est Créteil (UPEC)FreelanceEnseignement supérieur
sept. 2025 - janv. 2026
5 mois
Teach NLP and Python to engineering students, including applied projects on text classification and LLM-based pipelines. Design course materials and supervise hands-on projects focused on real-world NLP use cases.
Data Scientist & ALM Analyst
Generali FranceAssurance
juin 2023 - mars 2024
10 mois
Paris et périphérie
Developed machine learning-based tools to support asset-liability management and portfolio optimization Analyzed financial datasets and built predictive and analytical models for decision support Worked closely with finance and risk teams to deliver data-driven insights
Formation
Institut de Statistique de l'Université de Paris - ISUP
Master’s degree , Statistical Engineering
2022 - 2023
1 an 2 mois
Sorbonne Université
Master’s degree , Mathematical Engineering & Artificial intelligence
2022 - 2023
1 an 2 mois
Université Paris Cité
Bachelor’s degree, Applied Mathematics
2017 - 2021
3 ans 11 mois
École nationale Supérieure d'Informatique (ESI)
Integrated preparatory classes, Computer science
2015 - 2017
1 an 11 mois
Licences et certifications
Test of English for International Communication (TOEIC)
Délivré le : janv. 2026