Education

Ph.D. Student in Imaging Science

Research Assistant, Biomedical Modeling, Visualization and Image-guided Navigation Lab (BiMVisIGN) 

January, 2024 - present

Teaching  Assistant

August, 2022 December, 2023

Rochester Institute of Technology, Rochester, NY

Ph.D. student in Electrical Engineering

Research Assistant, SmartBiomed Lab

Texas Tech University, Lubbock, TX

August 2021 July 2022

Master of Science in Electrical Engineering

University of Minnesota Duluth

August 2018– July 2021

CGPA: 3.88/4.0

Bs in Electronics and Communication Engineering

Khulna University of Engineering & Technology

February 2011- June 2015

CGPA: 3.64/4.0

Courses

 

Teaching Assistant

Dept. of Electrical Engineering, University of Minnesota Duluth

Courses:


Master Thesis

Classification, Recognition, and Feature Extraction of different hand gesture movements from EMG(Electromyographic ) signal using Support vector Machine(SVM), Random Forest, K Nearest Neighbor(KNN), and Naïve Bayes Theorem

Collected Emg signal using MYO armband from several healthy people to create the Dataset. Processed the EMG Signal, Extracted time-domain features(Mean, Variance, Standard Deviation, Simple square Integral), trained four different algorithms, and finally classified all gestures. 

Platform: Python Machine learning Libraries, Tableau


Publications