Md Jobayer

I am a research assistant at BRAC University under the supervision of Prof. Arshad M. Chowdhury, Prof. Golam Rabiul Alam and Md. Mehedi Hasan Shawon. My current research focuses on diffusion-based image super-resolution and generating synthetic data. Additionally, I am part of the team at BIOSE, where we are working on various hardware—and software-based biomedical engineering projects. I completed my Electrical and Electronic Engineering undergraduate studies from BRAC University.

Email / CV / Google Scholar / LinkedIn / GitHub

Research

In broader terms, my research interests primarily lie at the intersection of computation and human perception. I am particularly focused on developing algorithms that can infer meaningful insights from observed data, especially in the context of human-centric information. My previous work includes spatio-temporal feature extraction, model compression, autoencoders, early prediction, medical imaging, and bioinformatics.

	AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout M Jobayer, MMH Shawon, T Mahmud, MBU Antor, AM Chowdhury *In review, 2024 pre-print
	FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time M Jobayer, MMH Shawon, MR Hasan, S Ghosh, T Gedeon, MZ Hossain *In review, 2024 pre-print
	MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer Z Chen, M Jobayer, MR Hasan, KA Ahmed, MZ Hossain Procedia Computer Science, 2023 paper

Research Grants

Project: Design and Development of a 3D-printed MEMS-based Stethoscope for Real-time Heart Monitoring and Cardiovascular Disease Prediction Using Machine Learning to Assist Medical Professionals

Funded By: Research Seed Grant Initiative, BRAC University
Grant: BDT 650,000

PI: Prof. Md. Golam Rabiul Alam
Co-PIs: MMH Shawon, MZ Hossain, MR Hasan, S Razi
My Role: Research Assistant

Project: Brain-computer Interface Driven Neural Rehabilitation for Motor Dysfunction Patients with Soft Robotic Gloves

Funded By: Research Seed Grant Initiative, BRAC University
Grant: BDT 650,000

PI: Md. Mehedi Hasan Shawon
Co-PIs: SR Sabuj, MK Rahman, MH Sagor, M Jobayer
My Role: Co-PI

Education

BRAC University, Dhaka, Bangladesh
2019.05 - 2023.09
Bachelor in Electrical and Electronic Engineering

Thesis: Incentive-based smart waste disposal system

Experience

	BRAC University, Dhaka, Bangladesh 2024.11 - Present Research Assistant @ Dept. of CSE Advisor: Prof. Md. Golam Rabiul Alam
	BRAC University, Dhaka, Bangladesh 2023.12 - Present Research Assistant @ Dept. of EEE Advisor: Prof. Arshad M. Chowdhury , Md. Mehedi Hasan Shawon
	FactoryNext, Bangladesh 2023.07 - 2023.09 Embedded System Design Intern Supervisor: Insan Arafat Jamil

Miscellaneous

I'm typically not very social and quite shy. In my spare time, I like to watch TV series, historical documentaries, and travel vlogs. I love spicy foods and have craved fancy cars and classic watches. I prefer living downtown. Admittedly, I'm a bit lazy when it comes to changing my outfits, so I often end up wearing the same clothes for days.

Template stolen from Qitao Zhao.