My research focuses on the synergy between deep learning and high-throughput science in developing intelligent nanomedicine. Nanomedicine, a specialized field of medicine that utilizes nanotechnology, taps on nanoparticles for disease prevention, diagnosis, and treatment. The experimental screening of all possible nanomedicine formulations is immensely challenging due to the vast array of variables involved. With novel deep learning models trained on data generated from high-throughput techniques, we can find promising formulations in-silico more quickly and efficiently. By accelerating the development cycle of nanomedicine discovery with my research, we can make medicine more accessible, safer and more effective.
