Intelligent Product Design & Retail

Reinforcement Learning-Based Recommendation System

The project aims to build an intelligent system that provides personalized product recommendations to customers based on their biometric data like brain activity, eye movement, facial expression, etc. After estimating the customers’ emotional state from these data using deep learning, reinforcement learning is applied to provide product recommendations. The developed system will then be embedded into virtual reality and mixed reality shopping applications.

Virtual Reality Training

PROVISION OF A VR TRAINING FOR BLOOD CULTURE PROCEDURES

Ward nurses can participate in the blood collection process using Virtual Reality Simulation: Medical Training for Ward Nurse. Nurses can practice collecting blood without using a real patient or medical dummy at any time and from any location utilizing the VR technology. Throughout the process, several advice and videos surface to demonstrate proper needle and medical sharps management methods. It is hoped that by implementing this VR program, the number of needle sharp injury accidents will decrease.