MATCHplus.ai: AI Digital Therapeutics for Dementia Care
An AI-driven digital therapeutic platform for dementia care, using machine learning to predict agitation from biometric sensor data and an AI music recommender system.
Built ML systems predicting agitation using biometric sensor data. Led the engineering, data science, and AI music recommender team.
MATCHplus.ai is an AI-driven digital therapeutic platform for dementia care. The platform uses machine learning to predict and manage agitation episodes in dementia patients through biometric sensor data analysis and personalized AI-driven music therapy.
Technical Architecture
- Machine learning systems for predicting agitation using biometric sensor data
- AI music recommender engine for personalized therapeutic interventions
- Biometric data pipeline from wearable sensors
- Real-time monitoring and alert systems
Research Foundation
The platform is grounded in research on the therapeutic effects of music for dementia patients, using AI to personalize music selection based on individual patient biometric responses and behavioral patterns.