Inspired by his friends suffering from insomnia, Kevin developed a music therapy app that combines biological signals with collaborative filtering. The app uses smart bracelets to obtain heart rate and sleep data, generating personalized playlists in real-time and adjusting rhythm and timbre based on feedback. Clinical tests showed that 90% of users experienced significant sleep quality improvements within four weeks. Kevin used music to bring warmth and added a work that combines emotion and science to his UCLA application.
Mentor Review
Kevin demonstrated high-level skills in signal processing and recommendation system design. He worked with STEMRise mentors to establish a closed-loop feedback mechanism, making music recommendations both accurate and emotionally resonant, achieving excellent test results.
University Admission
University of California, Los Angeles (UCLA)
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