Indian higher education sees a significant rise in female enrollment, narrowing the gender gap with 2.24 crore women, a 42% increase over a decade. They now comprise nearly half of all students, achieving a Gender Parity Index of 1.08. However, this "hard-won victory" is tempered by critical challenges. Female STEM enrolment skews towards general sciences, not future-proof engineering. Patriarchal institutions persist, with fewer female teachers and leaders. The Female Labor Force Participation Rate remains low due to societal barriers and poor job alignment. Policymakers must ensure these educated women secure fruitful employment, beyond superficial enrollment numbers, to truly empower them.