Mathematics is considered one of the subjects that female students find difficult to understand due to its abstract nature, which is refl`ected in the low level of student performance and their lack of motivation to learn. These challenges make it urgent to develop innovative teaching methods that make mathematics more fun, beautiful and interactive using the STEAM methodology. Aesthetic mathematics combines scientific precision and artistic beauty to present attractive designs and patterns. The paper relies on the STEAM methodology, which adds arts to science, technology, engineering, and mathematics, with the aim of enhancing creativity. The contribution of artificial intelligence in creating aesthetic mathematical designs and stimulating interaction between methodology and art, by combining artistic creativity with modern technologies, mathematics can be transformed into an exciting journey of exploration, linking abstract concepts to real life and showing the aesthetics of mathematics in a new way.