Personalized Emoji-first Messaging
for Enhanced Communication between Partners and Close Friends 
Selected Research Projects
Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period
Observational Study Using Passively Sensed Behaviors and Digital Phenotyping 
Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing
A Machine Learning Approach With Robust Feature Selection
Understanding Client Support Strategies to Improve Clinical Outcomes in an Online Mental Health Intervention
In Collaboration with Microsoft Research
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: A Three-fold Analysis
Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data
