Ovileena completed her Bachelor of Architecture degree from Amity University, Kolkata in 2024. She completed her six-month internship with Salient Design Studio in 2023. For her dissertation, she explored the impact of the built environment on peoples’ mental health and wellbeing. It involved designing communal living spaces, focusing on urban youth, that would safeguard them from social isolation, general anxiety and stress.