I started my scientific journey in 2015 by choosing computer engineering. As I progressed in this path, my knowledge grew and fueled an ever-increasing interest and enthusiasm for exploring new concepts and I found immense inner satisfaction in pushing myself further in this realm. One significant event that shaped my journey was the initiation of a project focused on human emotion recognition using EEG signals. This project sparked a deep fascination, passion, and curiosity within me towards the fields of machine learning and artificial intelligence. Since then, I have continuously immersed myself in learning and working in this domain.Currently, I am actively working on applying machine learning models to enhance the quality of healthcare services. Moreover, I eagerly engage in expanding my knowledge in the field of machine learning, with a particular focus on transformer models and their applications in the improving medical services .My goal is to explore even deeper into this field, gain a comprehensive understanding of related subjects, and strive to be recognized as an influential figure.