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Work Experience
PhD Research Associate
University of Texas at El Paso•  May 2020 - Present
• Working in a short-read sequence alignment project using Scikit learn and Bioinformatics pipelines. • Identified and implemented technologies to accelerate short-read sequence alignment workflows. • Developed a machine learning model using scikit-learn to predict NGS read alignment accuracy. • Worked with the variant calling methods and interpretation.
Graduate Intern
Emory University School of Medicine•  August 2020 - December 2020
• Worked on a project of histopathology image data analysis by using Deep learning techniques. • Applied Convolutional Neural Network model (CNN) in PyTorch on the training set consists of around 11,000 whole-slide images of digitized H&E-stained biopsies. • Detected and classified the severity of prostate cancer on images of prostate tissue samples. • Estimated severity of the disease using the most extensive multi-center dataset.
Graduate Teaching Assistant
University of Texas at El Paso•  September 2017 - May 2020
Tutored undergrad students for the courses in Differential Equations, Matrix Algebra, Linear Algebra, Calculus I & II, and Mathematics for Social Sciences.
Education
University of Texas at El Paso
Data Science, PhD•  August 2019 - Present
University of Texas at El Paso
Mathematics, MAT•  August 2017 - August 2019
University of Dhaka
Mathematics, BS•  January 2010 - November 2014
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