Michelle received her BASc in Architectural Engineering from the University of Waterloo in 2025, specializing in Building Structures and Building Systems. She is currently pursuing a MASc with a research interest in integrating indoor air quality (IAQ) sensors with smart ventilation and filtration systems to optimize airflow based on occupancy and pollutant levels.