Projets

Meta-learning framework for few-shot medical image segmentation, enabling U-Net-based models to generalise to new organs or modalities from as few as one labelled example.

Python PyTorch MONAI SimpleITK U-Net Meta-Learning

Real-time web application that translates hand gestures into text using Mediapipe skeleton tracking and a CNN classifier, built for the Youth For Challenge association.

Python Flask Mediapipe OpenCV CNN

Automated football match analysis system that detects and tracks players from video, generates tactical maps, and visualises team performance metrics through an interactive dashboard.

Python PyTorch YOLOv8 Ultralytics OpenCV Streamlit

Intelligent travel planning chatbot for Morocco, combining RAG and fine-tuned LLMs to deliver personalised itinerary recommendations through a conversational interface.

Python LangChain OpenAI Ollama Chainlit RAG

Machine learning system that helps runners find their race photos automatically using person re-identification and bib-number OCR.

Python PyTorch CNNs OCR Flask OpenCV