Teaching

Summer school on deep learning for medical imaging

Scientific committee member - 2025 to 2026

Hands-on supervisor and instructor - 2024 to 2026

Participate in organisation of the summer school, help prepare hands-on sessions and help attendees during these sessions.

PMC - Projet majeur de conception

Project advisor - Summer 2025, Winter 2026.

Advise student groups working on multidisciplinary (computer, electrical and mechanical engineering) end of degree projects, providing guidance on topics such as artificial intelligence and image processing.

IFT603 - Techniques d’apprentissage

Teaching assistant - Winter 2025, Winter 2026.

Homework grading and student support for understanding core machine learning concepts and in implementing and evaluating methods such as linear regression/classification, SVMs and the kernel trick, Bayesian learning, Gaussian mixture models with EM, dimensionality reduction, and ensemble techniques.

IFT780: Réseaux Neuronaux

Teaching assistant - Winter 2022.

Homework grading and student support for concepts in machine learning and applying a range of neural network models by helping them implement, train, and evaluate architectures for tasks like classification, regression, segmentation, and text analysis.