<p>Transgender individuals in India navigate a complex socio-cultural landscape marked by historical reverence for third-gender communities, such as the Hijra, juxtaposed against contemporary discrimination, stigma, and marginalisation. This qualitative research paper synthesises lived experiences drawn from secondary analyses of key studies and personal narratives shared on social media platforms. Employing a meta-ethnographic approach, four overarching themes emerge: identity formation amid rejection, economic and social exclusion, healthcare barriers and resilience, and glimmers of community acceptance and hope. Findings underscore the need for inclusive policies that transcend legal recognitions, such as the 2014 NALSA judgment and the 2019 Transgender Persons Act, to foster genuine societal integration. This paper highlights the voices of transgender people, advocating for empathy-driven interventions to affirm lives beyond imposed labels.</p>