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
Optics for Imaging
Intro to Medical Imaging
Prob, Noise, & System modelling
Fourier Methods for Imaging
Human Visual System
Image Proc and Computer Vision
Radiometry
Pattern Recognition
Biosensor and Bioelectronics
Multivariate Biomedical Signal Processing
Machine Learning & Data Mining
Database Management Systems
Teaching Assistant
Dept. of Electrical Engineering, University of Minnesota Duluth
Courses:
Digital Logic System
Xilinx ISE, Verilog VHDL ( 2 Sessions, 24 students per class)
Electrical Circuit Analysis
Pspice, Matlab( 2 Sessions, 18 students per class)
Electronics II
Cadence Virtuoso( 2 Sessions, 8 students per class)
Power Electronics
2 Sessions, 8 students per class
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
Comparative Analysis of Non-Rigid Registration Techniques for Liver Surface Registration (Accepted to SPIE Medical Imaging, 2023)
LSTM-Based COVID-19 Detection Method Using Coughing (Preparing for submission)
Remote Covid 19 detection from coughing sound analysis and breathing rate extraction using a smartphone (Accepted to Military Health System Research Symposium (MHSRS), 2022)
Temperature Detection from Images Using Smartphones (Accepted to International Conference of the IEEE Engineering in Medicine and Biology Society, 2022)
An algorithm for reduction of packet delay and waiting time for unstable ONUs in PON,2016 5th International Conference on Informatics, Electronics and Vision (ICIEV).
Modified early DBA algorithm for reducing packet delay and waiting time of unstable ONUs in PON, ARC, Int. J. of Innovative Research in Electron. and Commun. (IJIREC)
An efficient multi-OLT and multi wavelengths passive optical network for differentiated classes of services, 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT).
Classification and Feature Extraction of Different Hand Movements from EMG Signal using Machine Leaning based Algorithms, 2021 International Conference on Electrical, Communication and Computer Engineering (ICECCE).