The concept of gender-sensitive leadership has emerged as a significant approach in educational administration, emphasizing equality, inclusivity, and participatory decision-making within educational institutions. This study explores gender-sensitive leadership models and their role in transforming educational administration into a more equitable and democratic system. The research highlights how traditional leadership structures in education often reflect gender biases that restrict equal opportunities for women and marginalized groups in administrative positions. By examining contemporary leadership models such as transformational, participative, and inclusive leadership, the study demonstrates how gender-sensitive practices contribute to institutional effectiveness, teacher empowerment, and student development. The paper further analyzes the importance of policy implementation, gender awareness, and leadership training in creating educational environments free from discrimination and inequality. It also discusses the challenges faced by women administrators, including stereotypes, unequal representation, and work-life balance issues. The study concludes that gender-sensitive leadership not only promotes social justice and gender equity but also strengthens organizational culture and educational outcomes. Therefore, educational institutions must adopt inclusive leadership frameworks and encourage equal participation at all administrative levels to achieve sustainable and progressive educational development.