This study explores the perceptions of undergraduate female students regarding the use of Artificial Intelligence (AI) in education, focusing on its potential to enhance learning experiences and empower academic outcomes. The research investigates students' awareness, engagement, and challenges in adopting AI-based tools, along with their perceptions of its benefits and drawbacks. A structured questionnaire was administered to a sample of 200 students from diverse academic disciplines, and data were analysed using descriptive statistics and hypothesis testing, including a t-test to identify differences across groups. Findings reveal that while students generally perceive AI as a tool that personalizes and simplifies learning, concerns about accessibility, data privacy, and over-reliance on technology persist. Significant differences in perceptions were observed across academic disciplines and levels of familiarity with AI tools. The study highlights the need for targeted initiatives to increase AI literacy and address barriers to its effective use. These insights contribute to understanding the role of AI in shaping equitable and inclusive educational practices, especially for female students in undergraduate programs.