Research Interrest

Currently, I am working as Post Graduate Researcher in the University of Glasgow. My research areas are implement an efficient quantization method on edge FPGAs for machine learning workloads, analyze the impact of approximate computation on edge accelerator design for machine learning workloads, investigate the effects of sparsity and quantization on edge accelerator design for machine learning workloads.