Spatika Narayanan
Personality Inferences from Social Media Profiles
▪ Gathered, cleaned and re-processed (feature selection, feature scaling) different formats of data from multiple sources including Facebook, surveys, and text-based sentiment analysis ▪Designed machine learning models to predict an individual's personality based on the Big 5 personality framework, with Facebook profile information as input ▪ Prototyped a Django web application to demonstrate model prediction for unseen input