I am a postdoctoral researcher specialising in mechanistic modelling and machine learning for cardiac and neural dynamics. My research aims to develop interpretable, personalized models for disease diagnosis and treatment.

Methodologies:

• Digital Twins: Mechanistic Modelling + Machine Learning

• Biomedical Imaging and Signal Processing: EEG, fMRI, BSPM, ECG, Cardiac electrograms

• Bayesian Parameter Estimation

• Blind Source Separation

• Complex Network Analysis

• Multi-modal Data Integration

Applications:

• Neurological Conditions: Epilepsy, Syncope, Psychosis, Depression

• Heart Conditions: Atrial fibrillation, Congenital heart diseases