Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
supervision
Methylation-based tumor classification (CUP) — data collection & early baselines
Short project supervision (2 months), CRCT, IRIT, 2023
Co-supervision of a 2-month M1 student project (2023) at CRCT.
Tumor classification from DNA methylation profiles (CUP)
Internship supervision, CRCT, IRIT, 2024
Co-supervision of an MSc Data Science internship at CRCT (Apr. 2024 – Sep. 2024), in collaboration with IRIT.
Human-in-the-loop deep learning for deformable registration (MRI ↔ 4D-CT)
M2 internship supervision (grant-funded), IUCT, IRIT, 2025
Co-supervision of a MSc internship at the IUCT-Oncopole in collaboration with IRIT, on a project proposed within my PhD topic and supported by dedicated funding.
teaching
Introduction to Machine Learning and Deep Learning
MSc course, Toulouse Tech, 2023
Introductory Machine Learning and Deep Learning lectures with hands-on practice, delivered as part of the Big Data Certificate for students from several engineering schools in Toulouse.
Deep Learning for Image Analysis
MSc course, Université de Toulouse – Paul Sabatier (MAPI3, Dept. of Mathematics), 2023
Deep learning for image analysis block within the MAPI3 MSc: from perceptrons to deep and convolutional neural networks, with a practical focus on optimization and training.
Statistical Foundations of Machine Learning
MSc course, ISAE-SUPAERO, 2023-2025
Statistical modeling foundations for machine learning (MSc level). The course is organized in short lecture segments followed by hands-on practical sessions.