Mahamudul Hasan - Portfolio

About Me

I am a PhD candidate in Computer Science at the University of Minnesota, specializing in Recommender Systems and Information Retrieval. With over 8 years of teaching and research experience in Bangladesh, I have served as a Senior Lecturer at East West University and contributed to cutting-edge research in Machine Learning, Computer Vision, and Blockchain. My work has been recognized with awards like the Best Paper at CIIR 2023 and a Publication Reward from East West University. I am passionate about leveraging AI to solve real-world problems and advancing academic research.

Education

PhD Candidate, Computer Science and Engineering

University of Minnesota, Twin Cities, USA, Present

M.S., Computer Science and Engineering

University of Minnesota, Twin Cities, USA, 2024-2025

M.S., Computer Science and Engineering

University of Dhaka, Bangladesh, 2014 - 2015

B.Sc., Computer Science and Engineering

University of Dhaka, Bangladesh, 2011 - 2014

Experience

PhD Candidate and Research Assistant

University of Minnesota, Twin Cities, USA, Present

Conducting research in Recommender Systems and Human Computer Interactions.
Assisting in teaching and mentoring graduate/undergraduate students.

Senior Lecturer (on Study Leave)

East West University, Dhaka, Bangladesh, Present

on Study Leave for Higher Studies.

Part-Time Senior Lecturer

University of Liberal Arts, Dhaka, Bangladesh, 2024

Taught advanced topics in Computer Science.
Organized workshops on Deep Learning.

Senior Lecturer

East West University, Dhaka, Bangladesh, 2019 - 2024

Led research initiatives in Recommender Systems, Deep Learning, Computer Vision and Blockchain.
Moderated the Computer Programming Club (2023 - 2024).

Lecturer

East West University, Dhaka, Bangladesh, 2017 - 2019

Taught introductory programming and data structures.
Guided student projects in Machine Learning.

Lecturer

United International University, Dhaka, Bangladesh, 2017

Delivered lectures on algorithms and databases.
Contributed to curriculum development.

Lecturer

Eastern University, Dhaka, Bangladesh, 2016

Taught computer science fundamentals.
Organized coding bootcamps.

Lecturer

Primeasia University, Dhaka, Bangladesh, 2015 - 2017

Developed teaching materials for programming courses.
Mentored students in competitive programming.

Skills

Languages

English, Bangla

Coding

Java, C, Python, R, SQL, XML, JSON, LaTeX, Pine Script, MQL5

Databases

MySQL, MongoDB, SQL, SQLite, Microsoft Access, Oracle

Web Development

HTML, CSS, JavaScript, Apache Web Server, PHP

Courses Taught

Publications

An Ensemble Learning Framework with Explainable AI for interpretable leaf disease detection

Array, 2025

View Publication

A comprehensive dataset for sentiment and emotion classification from Bangladesh e-commerce reviews

Data in Brief, 2024

View Publication

Design of a real-time crime monitoring system using deep learning techniques

Intelligent Systems with Applications, 2024

View Publication

Enhancing land management policy in Bangladesh: A blockchain-based framework for transparent and efficient land management

Land Use Policy, 2024

View Publication

Exploring Deep Learning Approaches for Image Captioning to Mimic Human Understanding

Bulletin of Electrical Engineering and Informatics (BEEI), 2024

View Publication

Framework for fish freshness detection and rotten fish removal in Bangladesh using mask R-CNN method with robotic arm and fisheye analysis

Journal of Agriculture and Food Research, 2024

View Publication

Ransomware Prevention Strategies: Building Robust Cyber Defenses

Book Chapter, Ransomware Evolution, 2024

View Publication

Real-time Sorting of Broiler Chicken Meat with Robotic arm: XAI-enhanced Deep Learning and LIME

Journal of Agriculture and Food Research, 2024

View Publication

Smartphone image dataset for radish plant leaf disease classification from Bangladesh

Data in Brief, 2024

View Publication

Smartphone Image Dataset to Distinguish Healthy and Unhealthy Leaves in Papaya Orchards in Bangladesh

Data in Brief, 2024

View Publication

Decentralend: A Blockchain-based Monetization for Decentralized Lending System

International Journal of Computing and Digital Systems, 2024

View Publication

Comprehensive smartphone image dataset for bean and cowpea plant leaf disease detection and freshness assessment from Bangladesh vegetable fields

Data in Brief, 2024

View Publication

Comprehensive smart smartphone image dataset for plant leaf disease detection and freshness assessment from Bangladesh vegetable fields

Data in Brief, 2024

View Publication

A Transformer-Based Framework for Bangla Misinformation Detection Using a Custom Dataset from Bangladesh

International Journal of Computing and Digital Systems, 2024

View Publication

ArsenicSkinImageBD: A comprehensive image dataset to classify affected and healthy skin of arsenic-affected people

Data in Brief, 2024

View Publication

BananaImageBD: A comprehensive banana image dataset for classification of banana varieties and detection of ripeness stages in Bangladesh

Data in Brief, 2024

View Publication

Transforming agri-food value chains in Bangladesh: A practical application of blockchain for traceability and fair pricing

Heliyon, 2024

View Publication

Comparative Study of PSO-ANN in Estimating Traffic Accident Severity

International Journal of Computer Applications & Network Security, 2023

View Publication

An Item-Item Collaborative Filtering Recommender System Based on Item Reviews: An Approach with Deep Learning

Vietnam Journal of Computer Science (World Scientific), 2023

View Publication

An Intelligent Road Accident Reduction System Using Device-to-Device Communication

Indonesian Journal of Electrical Engineering and Computer Science, 2023

View Publication

Comprehensive dataset of annotated rice panicle image from Bangladesh

Data in Brief, 2023

View Publication

Comparative analysis of different trust metrics of user-user trust-based recommendation system

Computer Science Journal, 2022

View Publication

View All Publications on Google Scholar

Publication Impact Factors

Reviewer & Editorial Roles

Guest Editor, PLOS One

ISSN: 1932-6203, Impact Factor: 2.9, Scopus Q1

Editor & Reviewer, Computer Science Journal

ISSN: 1508-2806, Impact Factor: 0.3, Scopus Q3

Editorial Board Member

Computer Science and Engineering Research (CSER)

Technical Committee Member & Reviewer

10th ICDPA, Phuket, Thailand, 2024

Technical Committee Member

11th ICDPA, Jeju Island, South Korea, 2025

Reviewer, ACM Transactions on Information Systems

Impact Factor: 5.4, Scopus Q1

Reviewer, IEEE Access

Impact Factor: 3.4, Scopus Q1

Reviewer, Engineering Applications of AI

Impact Factor: 7.5, Scopus Q1

Reviewer, Applied Soft Computing

Impact Factor: 7.2, Scopus Q1

Reviewer, Artificial Intelligence in Medicine

Impact Factor: 6.1, Scopus Q1

Reviewer, Heliyon

Impact Factor: 3.4, Scopus Q1

Reviewer, Biomedical Signal Processing & Control

Impact Factor: 4.9, Scopus Q1

Reviewer, Multimedia Tools and Applications

Impact Factor: 3.0, Scopus Q1

Reviewer, Int. Journal of Information Management Data Insights

Scopus Q1

Reviewer, Waste Management

Impact Factor: 7.1, Scopus Q1

Reviewer, Data in Brief

Impact Factor: 1.0, Scopus Q3

Reviewer, Big Data Research

Impact Factor: 3.5, Scopus Q1

Reviewer, Journal of Agriculture and Food Research

Impact Factor: 4.8, Scopus Q1

Reviewer, Health Professions Education

Impact Factor: 4.1, Scopus Q2

Collaborators

Academic and Industry Research Collaborator

Maheen Islam

Associate Professor, Department of Computer Science and Engineering, East West University

Mohammad Rifat Ahmmad Rashid

Associate Professor, Department of Computer Science and Engineering, East West University

Md Sawkat Ali

Associate Professor, Department of Computer Science and Engineering, East West University

Sheikh Muhammad Sarwar

Applied Scientist, Amazon, USA

Surajit Das Barman

Researcher

Shibbir Ahmed

Assistant Professor, Department of Computer Science, Texas State University

Falguni Roy

Researcher

Taskeed Jabid

Professor, Department of Computer Science and Engineering, East West University

Sultan Ahmad

Professor, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Saudi Arabia

Dmitry Ignatov

Associate Professor, MMCP Lab Head, Computer Science Faculty, Higher School of Economics, Russia

Mentorship & Supervision

Supervised B.Sc. Students

I have supervised more than 100 B.Sc. students in their research projects, leading to publications in reputable journals and conferences. Notable supervisees include:

Mujahidul Islam
Nishat Vasker
Tawsif Rahman Omi
Akibul Huq
Raiyan Gani
Maherun Nessa Isty
Raka Kamara
Taslima Khan Tarin
Rizvee Hassan Prito
Md Ariful Islam
Sagar Karmoker
Md Adib Khan
Nur Adnan Chowdhury Anik
Md Sabbir Hossain
Habibur Rahman
Tasdikul Hasan
Syed Nawazish Haider
Krittika Roy
Nowshin Tasnia
Miskat Hossain

Funding Received

Aggressive Bangla Text Detection Using Machine Learning and Deep Learning Algorithms

Internal, 2024

Role: PI, Amount: 40000.00

Real-Time PCB Flaw Detection a Vision for More Efficient and Accurate Future

Internal, 2024

Role: PI, Amount: 40000.00

Framework for Fish Freshness Detection and Rotten Fish Removal in Bangladesh using Mask R-CNN Method with Robotic Arm and Fisheye Analysis

Internal, 2024

Role: PI, Amount: 82368.00

Publication Reward from East West University

Unmasking Ovary Tumors: Real-Time Detection with YOLOv5

Internal, 2023

Role: PI, Amount: 10000.00

Real-Time Self-Harm Detection Ensuring Safety in Every Moment

Internal, 2023

Role: PI, Amount: 25000.00

Ransomware Attacks and Detection Mechanisms: A Systematic Literature Review

Internal, 2023

Role: PI, Amount: 40000.00

Performance Evaluation of Intrusion Detection System using Machine Learning and Deep Learning Algorithms

Internal, 2023

Role: PI, Amount: 25000.00

Detecting Pneumonia from X-ray Images of Chest Using Deep Convolutional Neural Network

Internal, 2023

Role: PI, Amount: 25000.00

DeepCONVSVM: A Comprehensive Model for Detecting Disease in Mango Leaves

Internal, 2023

Role: AI, Amount: 25000.00

Deep Learning for Real-time Leaf Disease Detection: Revolutionizing Apple Orchard Health

Internal, 2023

Role: PI, Amount: 25000.00

Data Security in Cloud Computing Using a Hybrid Algorithm Approach

Internal, 2023

Role: AI, Amount: 25000.00

Comparison of Feasibility between Machine Learning Algorithms In Terms of Predicting Energy Consumption of Smart Grid

Internal, 2023

Role: PI, Amount: 25000.00

Beans Disease Detection using Convolutional Neural Network

Internal, 2023

Role: PI, Amount: 25000.00

An Analysis of Bangla Tweets on Social Media Platform for Polarity Detection Using Machine Learning Algorithms

Internal, 2023

Role: AI, Amount: 25000.00

Using Deep Learning Systems for Imaging Methods for Recognising Brain Tumors

Internal, 2023

Role: PI, Amount: 25000.00

Awards & Recognitions

Best Paper Award

CIIR 2023, Springer

For "Advancing Cucumber Disease Detection in Agriculture through Machine Vision and Drone Technology."

Publication Reward

East West University, 2024

Received BDT 82,368 for publication in Journal of Agriculture and Food Research (Q1).

Get in Touch

Email: hasan181@umn.edu

Email: munna09bd@gmail.com

Website: mahamudul.net

ORCID: 0000-0002-4311-8688

Google Scholar: View Profile