Using single-cell RNA sequencing, Mavatar creates detailed health profiles for medical avatars. Our approach combines machine learning and deep learning to accurately identify gene interactions. Medical avatars are validated with bulk RNA sequencing data from thousands of patients, ensuring dependable insights into how individuals respond to medications for specific diseases. This methodical process guarantees reliable predictions, guiding personalized treatment strategies effectively