Freelancer profile translated to English.

Description

Data Scientist and AI Engineer, I combine Machine Learning expertise with hands-on experience in generative AI and Computer Vision. A graduate of Université Paris Cité, I am seeking a full-time, fixed-term, or freelance position where I can contribute to ambitious AI projects. Strong in Machine Learning, Deep Learning, and data processing, I place great importance on experimental rigor, model optimization, and code quality. Curious and autonomous, I enjoy transforming complex ideas into deployable and useful solutions.

Languages

French
Native or bilingual
English
Native or bilingual
German
Conversational

Workplace preferences

Can work on-site

Paris (up to 50km)

Konfiwear
AI Engineer
October 2025 - January 2026 (3 months)
Development of a complete system for automatic extraction of 2D architectural plans into interactive 3D models.

— Design and implementation of a semantic segmentation pipeline using CubiCasa5k for contextual interpretation of architectural elements (walls, doors, windows)

— Development of post-processing algorithms for rectification, merging, and connection of wall segments

— Full-stack integration of a Python/PyTorch API with a React/Next.js, Redux, and Three.js frontend for real-time 3D visualization

— Deployment of a robust solution handling complex architectural challenges (continuous walls with windows, precise door orientations, coherent coordinate system)
Deep Learning Computer Vision Pytorch
AEDISIO
Generative Artificial Intelligence Engineer
March 2025 - September 2025 (6 months)
Créteil, France
Participation in the development of generative AI solutions, with a focus on integrating Large Language Models (LLMs) into intelligent systems.

— Design and implementation of hybrid RAG pipelines combining SQL and VectorDB

— Integration of open-source LLMs and embeddings in a production environment

— Utilization of tools like LangGraph, ChromaDB, Defog/sqlcoder, and Ollama to create specialized conversational agents for the AEC (Architecture, Engineering, Construction) sector

— Collaboration with product and data teams to build an expert AI capable of interpreting IFC files and interacting with a MySQL database
LLM SQL Retrieval-Augmented Generation (RAG) Vector Embeddings Generative AI
KONFIGEAR SP
Computer Vision Engineer
March 2024 - September 2024 (6 months)
Gijón, Spain
3D reconstruction of historical monuments from a drone image dataset.

- Design of a 3D reconstruction pipeline from aerial images captured by drone.

- Dataset preprocessing: sorting, cleaning, resizing, and correcting images.

- Extraction and matching of characteristic points between images (feature matching).

- Generation of a 3D point cloud.

- Point cloud densification and creation of a textured 3D mesh of the monument.

- Evaluation of reconstruction quality and optimization of pipeline parameters.

- Use of computer vision and photogrammetry tools and libraries.
Computer Vision

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Master of Computer Science: Machine Learning for Data Science
Université Paris Cité
2025

Badreddine El Farkh

Junior Data Scientist

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