Machine Learning Applied to Climate Change
Research M.Sc., McGill University, 2025
Lecture for research projects on deep learning for remote sensing.
Teaching
Student Projects
1A, 2A and 3A, Télécom Paris, 2021
Co-supervisor of research student projects:
- Exploring loss functions for multi-view radar semantic segmentation.
- Exploring radar tensor aggregation methods for multi-view radar semantic segmentation.
- Iceberg monitoring using optical and SAR remote sensing data.
- Deforestation detection using optical and SAR remote sensing data.
Deep Learning I
Master 2 Data Science (Ecole Polytechnique), Télécom Paris, 2020
Teaching assistant for 2020 and 2021
- Multi-Layer-Perceptron (Numpy, Pytorch)
- Recurrent Neural Networks (Keras)
- Convolutional Neural Networks (Keras, Tensorflow)
Introduction to Computer Vision
Master 2 Data Science (Ecole Polytechnique), Télécom Paris, 2020
Teaching assistant
- Introduction to image processing
- Introduction to computer vision
Student Projects
2A and 3A, Télécom Paris, 2020
Co-supervisor of research student projects:
- SAR image denoising using SoTA method FFDNet.
- Temporal radar semantic segmentation.
Machine Learning
CES Data Science, Télécom Paris, 2019
Teaching assistant
- Clustering algorithms