CV

Education

Ph.D in Mathematics and Computer Science, Université Paris-Saclay, 2024–2027 (expected)
- Lincoln lab — Research on real-time waste detection by UAV via federated learning and multi-objective optimization
Master MVA (Mathématiques, Vision, Apprentissage), ENS Paris-Saclay, 2024–present
- Courses: Large Language Models, Detection Theory and Industrial Applications, Convex Optimization and Applications in Machine Learning, Foundations of Distributed and Large-Scale Computing Optimization
Double Master’s in Mathematics, Computer Science & Data Science (MIDS), Université Paris Cité, 2021–2023
- Grade: >14/20
Bachelor’s in Mathematics (with honors), Université Paris Est Créteil, 2018–2021
Baccalauréat Scientifique — Speciality Mathematics, Lycée Emily Brontë – Lognes, 2018

Since April 2024: PhD Student in Artificial Intelligence
- Lincoln / Université Paris-Saclay
- Research on real-time waste detection by drone via federated learning and multi-objective optimization
- MVA Master at ENS Paris-Saclay: LLMs, Detection Theory, Convex Optimization, Distributed Computing
Since September 2025: Professor
- École Centrale d’Electronique, Paris
- Mathematics (Prépa, bac+1), Artificial Intelligence (Engineering cycle, bac+5), MLOps (MSc AI, bac+5)
March 2024 – September 2025: Data Core Team
- AtlasAI (remote)
- Data collection and preparation for Moroccan dialect LLM training
- LLM fine-tuning with Hugging Face
October 2023 – April 2024: Deep Learning Engineer
- Lincoln, Boulogne-Billancourt
- Multi-Modal Retrieval Augmented Generation (RAG) — patented
- AI document structuring via OCR and LLM
- CI/CD deployments on Azure DevOps (Docker, monitoring)

Federated Learning for UAV Perception Task: A Survey — TechRxiv (preprint, under review) Link

Programming: Python, PySpark, Java, C, C++, R, TypeScript, JavaScript, HTML, CSS, LaTeX, Bash
Databases: SQL, CQL, Neo4j, SparQL, Faiss, ElasticSearch, Weaviate
Libraries & Frameworks: PyTorch, TensorFlow, Hugging Face, Scikit-Learn, Keras, LangChain, LlamaIndex, MLflow, Ollama, Spark, Docker, Kubernetes, FastAPI, vLLM
Cloud & DevOps: Azure (Cloud, DevOps, VM, Blob Storage), GitHub Actions, CI/CD, Docker, Kubernetes, Amazon S3
OS: Linux (Ubuntu, Debian), macOS, Windows