About

Starting March 2023, I am serving as a postdoctoral researcher at the MIND team in Inria-Saclay working under the supervision of Dr. Bertrand Thirion. My current research focuses on the intersection of machine learning, signal processing, and statistics to analyze brain meta-analysis using Large Language Models (LLMs) in the field of neuroscience and neuroimaging.

Previously, I worked as a postdoctoral researcher for a year at the MLSP-lab in the University of Maryland, Baltimore County (UMBC) under the supervision of Prof. Tulay Adali. During this period, my research was focused on studying the brain for identifying new patterns and discriminant features of brain functional network connectivity, subgroup identification, brain graph neural network, and reproducibility and replicability assessment. I obtained my Ph.D. in biomedical engineering from the GIPSA-lab, University Grenoble Alpes, under supervision of Prof. Christian Jutten and Dr. Bertrand Rivet, where I worked on optimal sensor placement for source extraction. I also have an M.Sc. degree in biomedical engineering from Sharif University of Technology, where I explored the reconstruction of magnetic resonance images using compressed sensing techniques. Before pursuing my Ph.D., I worked as a research assistant at the DSP-lab in Sharif University of Technology under supervision of Prof. Massoud Babaie-Zadeh where I developed accelerated dictionary learning algorithms for minimizing a non-smooth and non-convex sparsity-promoting function and developed an efficient solver for this problem by using a penalty method along with proximal ideas.

I am nemophilist, and aesthete!
I have a keen interest in playing the violin, and running!

Research Interests

• Large Language Model (LLM) for brain meta-analysis
• Statistical signal processing and Bayesian modeling
• Machine Learning
• Numerical Optimization
• Dictionary Learning
• Optimal sensor placement for source extraction
• Independent Component Analysis (ICA) and Independent Vector Analysis (IVA) for multiset fMRI data
• Graph Neural Networks (GNN)