I am currently the first year candidate of Mphil in Applied statistics. I am working with Dr.Matthew Fisher and Prof.Hongsheng Dai. I am currently working on non-linear dimensionality reduction algorithms, specifically Locally Linear Embedding (LLE) in manifold learning.