Currently interested in applications of Deep Learning in medicine and in particular drug response and drug discovery. I am fascinated by the potential of AI and specifically Graph Neural Networks (GNNs) in revolutionizing drug development and biotechnology.
Focusing on applications of Graph Neural Networks on drug response, de novo identification of nanopore modifications, and predicting hospitalization, probability of death, and side effects based on demographic data for any number of drugs prescribed.