Freelancer profile translated to English.

Description

Computer engineer and holder of a Master's degree in Machine Learning for Data Science (Université Paris-Cité), I assist companies in the design, development, and production of data and AI solutions.

With my 2.5 years of professional experience, I have worked on various missions in sectors as diverse as legal, real estate, energy, e-commerce, and the environment. I have developed expertise covering the entire AI project lifecycle, from scoping to production deployment.

My main areas of intervention are:

- Design and deployment of RAG solutions and intelligent agents (LLMs, HuggingFace, Azure AI Foundry, Weaviate).

- Processing and structuring complex and unstructured data (OCR, NLP, document parsing).

- Development of APIs and AI applications with FastAPI and Flask.

- Implementation of automated data pipelines and their industrialization (CI/CD, Docker, AWS, Azure).

- Machine learning and deep learning modeling (PyTorch, TensorFlow, Scikit-learn).

I am comfortable with both rapid prototyping missions and demanding production contexts. I work closely with business teams to understand their needs and deliver concrete, measurable solutions.

Published associate researcher at IDA 2025 (Springer Nature) on targeted data augmentation by GMM and LLM.

Available for remote work or in-person, in the Île-de-France region.

Languages

French
Native or bilingual
Spanish
Basic
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Kernix Software (CDD – CDI)
Data Scientist
SOFTWARE PUBLISHING
January 2024 - September 2025 (1 year and 8 months)
Paris, France
o Processing and transformation of contracts, trusts, and various unstructured documents into structured data and integration into a conversational intelligent assistant for a law firm using OCR techniques, document format parsing libraries, and on-premise language models on HuggingFace, deployed on AWS cloud.

o Management of cloud infrastructure on Azure for an intelligent document search AI application with a Weaviate vector database and GenAI (Generative AI) RAG techniques with GPT-4o LLM models and Azure AI Foundry services.

o Production deployment and integration of an application for automated report generation enhanced by language model analysis, and automation of report delivery to clients at Bergerat Monnoyeur.

o Implementation of intelligent KPI calculations for an e-commerce site at Point de Vente from a raw SQL and Python database, and automation of the daily processing pipeline on a Linode machine and AWS cloud, and the Node.js server.

o Correction of various matrix and differential calculation issues for a pipeline installation wear prediction application at SUEZ.

o Creation and production deployment of an intelligent "Matching" application matching housing candidates with available housing at RIVP using FastAPI and Flask, applying rules set by the agency and constraints imposed by the family allowance fund, and deploying the solution on-site and internal data platform.

o Creation, administration, and development of intelligent agents on Azure and Microsoft 365.

o Code audit and implementation of evolutions to various existing AI projects, documentation, code refactoring and optimization, creation and maintenance of AWS and Azure cloud machines.
Python Azure Cloud AWS Cloud LLM Artificial intelligence
Laboratoire LABri à ESI-SBA
Software Engineer Intern
SOFTWARE PUBLISHING
January 2023 - June 2023 (5 months)
Sidi-Bel-Abbès, Algeria
End-of-studies internship at the secondary cycle laboratory, project "Real-Time On-Board Counting System in Crowded Scenes".

o Project management using agile development methods.

o Implementation of an AI-based crowd counting system using computer vision on the NVIDIA Jetson nano platform with the YOLO model. Management of issues arising from the embedded system and resource limitations required for real-time processing and calculations.

o Implementation of unit tests to ensure the success of large-scale deployments.
Python C++ Artificial intelligence Computer Vision Embedded Systems
Groupe Sociétés Hasnaoui
Internal Systems Engineer Intern
SOFTWARE PUBLISHING
June 2021 - October 2021 (4 months)
Sidi-Bel-Abbès, Algeria
o Technical interventions with the internal systems team on the communication infrastructure and IT systems and software of affiliated companies.
C++ Active Directory Network Administration VMWARE SQL

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Master "Machine Learning for Data Science"
Université Paris-Cité
2024
Master
Master 2 and State Engineer's degree in Computer Science
Sidi Bel Abbes Higher School of Computer Science
2023
Master 2 et diplôme Ingénieur d'état en Informatique, parcours "Ingénierie des systèmes d'information"