Ines Vati

Ines Vati

PhD Student in Machine Learning and Computer Vision

Hello World

Illustration brain analysis

🔎I am currently completing my PhD at the Faculty of Engineering at Queensland University of Techonology. My work focuses on developping and evaluating *Fast Geometric Machine Learning Methods for Brain Image Analysis*.


🏛️ This project is being conducted within both the Health and Biosecurity Unit at CSIRO and the Signal Processing, Artificial Intelligence and Vision Technologies (SAIVT) Lab at QUT. This research is part of a larger project aimed at enhancing the accuracy and efficiency of cortical surface analysis, which is a fundamental tool in neuroimaging and medical diagnostics

🎓 Prior to my PhD, I obtained an engineering degree from Ecole Nationale des Ponts et Chaussées in the Applied Mathematics and Computer Science (IMI) department. I also completed the MVA (Mathematics, Vision and Learning) master’s program at ENS Paris-Saclay where I studied Computational Statistics, Data analysis, and Kernel Methods.

👩‍💻 My main interests include 3D computer vision and machine learning for medical image analysis. I am also interested in mathematical modeling and optimization.