Graduate Thesis
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A Comprehensive Hierarchical Review of Blockchain Technology in Revolutionizing Carbon Emission Trading System
(IUB, 2025-08)The growing climate crisis has raised the need to search for reliable mechanisms which could reduce greenhouse gas gas emissions worldwide. Carbon markets can continue to play a central role in this effort but often there ... -
A Unified Lightweight Framework for Detecting Multimodal Attacks
(IUB, 2025-12-13)Modern Vision-Language Model (VLM) has shown tremendous performance in multi- modal reasoning, captioning, retrieval and generative tasks, but it is also fatally suscep- tible to two types of attacks: adversarial ... -
Entropy Regularized Transformer Based - Anomaly Detection
(IUB, 2025-12) -
Data-Driven Study of Behavioral Predictors of Myopia: A Machine Learning Based Early Screening Approach
(IUB, 2025)Myopia is growing very fast, particularly in school-going children, primarily owing to lifestyle and educational transformations of digital technology. The research is an evaluation of machine learning models with ... -
Coronary Microvascular Disease Detection Using Ensemble Learning and Advanced ECG Signal Processing
(IUB, 2025-12)Coronary Microvascular Disease (CMD) is a type of ischemic heart disease which affects the very small blood vessels of the heart. It causes chest pain and reduces blood flow. As the large arteries look normal in standard ... -
RGC: A Radio AGN Classifier Based on Deep Learning
(IUB, 2025-12)No prior machine-learning classifier for bent RAGNs has used both unlabeled data and purely visually verified labels, despite the crucial role that wide-angle tail (WAT) and narrow-angle tail (NAT) radio active galactic ... -
Role of DevOps in the Lifecycle of Software Development in the context of Bangladesh
(IUB, 2025)DevOps (Development and Operations team) is a foundational approach in the recent software engineering scene, integrating it to improve collaboration, automation, and continuous delivery. Its adoption varies across ... -
A Comprehensive Approach to Software Quality Assurance (SQA): AI-Driven Regression Testing and Continuous Improvement Strategies for Bangladeshi Software Industry
(IUB, 2024-10-28)The key aims of our thesis were to acquire hands-on understanding of current trends in the software engineering industry, engage in research, and explore various technological elements within case studies and real-world ... -
Risk Mitigation in Software Engineering: Practices, Challenges and Opportunities
(IUB, 2024-10-28)The titled as ‘Risk Mitigation in Software Engineering: Practices, Challenges and Opportunities’ combines three separate studies that were done focusing on security requirements gathering, risk management practices in ... -
Adaptive Hybrid Software Project Management in Bangladesh’s Software Industry: Navigating the Cultural Transformation and Ensuring On-Time Delivery
(IUB, 2024-10-28)The primary objectives of our thesis were to gain practical knowledge of industry trends in software engineering, conduct in-depth research, and familiarize ourselves with various technological aspects through case studies ... -
Training-Free Layer Selection for Parameter-Efficient Fine-Tuning of Language Models
(IUB, 2025-05)Adapting large language models (LLMs) to downstream tasks via full fine-tuning is computationally prohibitive. While parameter-efficient fine-tuning (PEFT) methods exist, they often rely on predefined heuristics, incur ... -
Design and Implementation of a Secure Mobile Financial Payment System
(IUB, 2024-12)The rapid growth of mobile financial services has revolutionized the way people conduct transactions, offering convenience and accessibility. However, this growth has also introduced significant security challenges, ... -
LiverCare Registry: Designing an mHealth App for Potential and Current Liver Cancer Patients in Bangladesh
(IUB, 2025-05-13)Liver cancer is a critical global health concern, particularly in developing countries and low- and middle-income countries (LMIC) such as Bangladesh, where the health infrastructure and public awareness are limited. The ... -
Trajectory User Linking via TrajTRoPE
(IUB, 2025-05-13)Trajectory-user linking (TUL) is a critical problem in spatio-temporal data mining that involves associating anonymous trajectories with the users who generated them. In this thesis, we address the TUL challenge by ... -
Software engineering challenges in the area of testing and project management
(IUB, 2023-12)This thesis sets out to navigate the rapidly evolving landscape of software development, an arena that has undergone significant transformations due to the advent of remote work practices and the increasing prominence of ... -
Creation of consumer and producer surplus through integration of the software engineering body of knowledge for De-Soft
(IUB, 2024-07-09)Dedicated I focused on one company for the last couple of years and studied this company’s (De-Soft) last 14 years journey. I thoroughly studied their requirement gathering and analysis, product line, architecture process, ... -
Overcoming Obstacles in Model-Driven Engineering: Lessons from the Software Industry
(IUB, 2024-10-31)Examining present methods and identifying obstacles that experts encounter when applying model-based engineering in Bangladesh's software sector are the goals of this study. This study seeks to provide light on these issues ... -
Breaking Down the Barriers: How Bangladeshi Banks Can Overcome Obstacles to Automation
(IUB, CSE, 2024-01-31)This thesis contributes to the understanding of automation in the banking sector of Bangladesh by conducting a comprehensive analysis of the challenges and opportunities associated with banking software. It aims to provide ... -
Influential Factors of Software Firms’ Performance in the Industry of Developing Countries
(IUB, CSE, 2024-05-15)This paper delves into the intricate dynamics of new product development within software firms, with a particular emphasis on the context of Bangladesh. The study recognizes the significance of radical marketing strategies ... -
Software engineering challenges in the area of testing and project management
(IUB, CSE, 2024-01-31)The motivation behind this thesis stems from the rapidly changing landscape of software engineering, marked by two significant trends: the shift towards remote work and the escalating challenges in cybersecurity. In recent ...
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