Jules Decaestecker

Graduated from the MVA Master (ENS Paris-Saclay) and IMT Atlantique, I assist companies in the design and deployment of cutting-edge Artificial Intelligence solutions.

My expertise is divided into three major pillars:

🚀 Generative AI & LLM:

Design of complex agentic systems and RAG (Retrieval-Augmented Generation) pipelines. I automate critical business processes (banking, insurance) by ensuring data reliability and governance (Human-in-the-loop). Expertise in Fine-tuning (LoRA, PEFT) and inference optimization.

👁️ Computer Vision & Research:

Specialist in emerging architectures (Mamba, Transformers) for segmentation and classification. Author of scientific publications (CVPR, EUSIPCO), I transform the state-of-the-art into high-performance industrial solutions, particularly for embedded systems (NVIDIA Orin).

⚙️ Engineering & Scale:

Mastery of distributed training (FSDP, Tensor Parallelism) and deployment (API, Docker, Monitoring). I don't just create models; I build robust infrastructures capable of supporting models with billions of parameters.

Why work with me?

Dual Culture: Academic rigor (MVA) and engineering pragmatism (IMT).

Product Vision: Former entrepreneur, I understand your business challenges and the ROI of your AI projects.

Modern Stack: PyTorch, LangChain, FastAPI, Docker, CUDA.

Available for strategic expertise, R&D, or AI product acceleration missions.