ML

K-Modes and K-prototypes clustering

Performed unsupervised K-modes and K-prototypes clustering on customer loan data to identify grouping within loan applications, studied summary statistics based on position of point in cluster

Flow stress prediction using neural networks

Modelled the high temperature flow behaviour of Ti alloys as a function of chemical composition and microstructure using deep neural network, achieved 94.6% accuracy in out of sample testing