At NICTA Canberra Research Laboratory, I worked under the guidance of Dr. Scott Sanner on developing a Fine-grained extension to the friend sensor model, a model based on friendship paradox for pre-emptive trend detection. We identified central users by modelling network structure from interactions of 20 million Twitter users from 2 billion Tweets using Apache Lucene.