Used machine learning algorithms to identify genotypes and phenotypes associated with high-dimensional phenotype data.
Working on developing deep convolutional network models to predict an individual’s genotype at a particular genome position from brain MRI.
Mar. 2018 - Dec. 2018
Research Assistant at Multimedia Information Processing Lab, Chosun University, South Korea
Worked on automatic segmentation of brain MR images using deep learning.
Assisted fellow lab mate for classification of Alzheimer’s disease.
Mar. 2016 - Feb. 2018
Graduate Research Assistant at Network Architecture & Analysis Lab, Chosun University, South Korea
Assisted the team working on project funded by National Research Foundation(NRF) Korea by implementing machine learning algorithms to find out the most relevant single nucleotide polymorphisms (SNPs) that cause the Alzheimer Disease.
Conducted research on label noise as part of my MS thesis.
Jan. 2015 - Feb. 2016
Lab Engineer at Karachi Institute of Economics and Technology (PAF-KIET), Karachi, Pakistan
Conducted undergraduate labs of Digital Signal Processing, Linear Control Systems, Data Communications, and Algorithms and Data Structures courses.
Conducted undergraduate course of Digital Image Processing.