Psychology has always been fascinated by the human mind, which is incredibly complex and elusive. However, its depths are still mostly unknown, and the scant information and arbitrary interpretations impede our comprehension. Mental health is an essential component of the health and well-being of a person and community, and it is critical for the individual, society, and socio-economic development of any country. Mental healthcare is currently in the health sector transformation era, with emerging technologies such as artificial intelligence (AI) reshaping the screening, diagnosis, and treatment modalities of psychiatric illnesses.