DIU Institutional Repository: Recent submissions

  • Bangla News Headline Classification and Sentiment Analysis using Bangla Bert 
    Jone, Israk Hasan; Alam, Badrul (Daffodil International University, 2025-05-14)
    As a core task of natural language processing, text classification is widely used in many fields. Reading newspapers in daily life is a very common practice, but before reading, everyone first check the newspaper headlines. ...
  • AI-Driven DevOps: Enhancing Automation, Efficiency, and Reliability in Software Development 
    Ratul, Radwanul Habib (Daffodil International University, 2025-09-11)
    We are seeing that software development is changing very fast, and it demands only faster and more secure delivery methods. Traditional DevOps practices automate workflows effectively, but they have limitations in predictive ...
  • Early Detection of Ovarian Cancer using Deep Learning 
    Kamal, Saad; Sakib, Sadekul Hasan (Daffodil International University, 2025-05-14)
    Ovarian cancer is one of the deadliest gynecological malignancies, and early diagnosis through histopathological image analysis can significantly improve patient outcomes. This study proposes a convolutional neural network ...
  • Essenza - A Clothing eCommerce Store 
    Fahim, Omar Faruqe (Daffodil International University, 2025-08-11)
    This project, Essenza – A Clothing eCommerce Store, is an online shopping platform designed to sell clothing and related products with a focus on user-friendly design and automated bundle offers. The system provides essential ...
  • Faculty Resistance to Change in Bangladeshi Schools: A Cost–Benefit Perspective on Perceived Value, Switching, and Transition 
    Ifan, Hasibul Islam (Daffodil International University, 2025-09-14)
    In order to determine why many instructors are still hesitant to incorporate information and communication technology (ICT) into their lessons despite significant government initiatives, this study looks into the factors ...
  • Travel-ways 
    Islam, MD Naeem UL (Daffodil International University, 2025-09-14)
    For those who enjoy travelling but don't want to deal with the hassle of planning, Travel Way is a straightforward and practical website. Travel Way combines everything in one convenient location, saving you the trouble ...
  • Prosthetic hand: Arduino based Prosthesis hand for Adaptive control 
    Anik, Rubaiat Hasan; Sykat, Towhidul Islam (Daffodil International University, 2025-05-14)
    This project presents the design and implementation of an Arduino-based prosthetic hand with adaptive EMG control, offering an affordable and functional solution for upper-limb amputees. Traditional prosthetics are often ...
  • Student Mental Health Prediction using Maching Learning Techniques 
    Hemal, Atikul Islam (Daffodil International University, 2025-05-14)
    This research delivers a machine learning prediction system which tracks student stress levels and smartphone addiction behaviors because these control mental health and educational outcomes. The rising addiction to ...
  • Web Based Ed-Tech Platform 
    Hoque, Ariful; Ahmed, SM. Faisal (Daffodil International University, 2025-05-14)
    This project describes the design and development of a Ed-Tech platform aimed at filling the gap between traditional and digital education systems, as it provides the overall modular and user-oriented learning experience. ...
  • Exploring LLMs for Bangla Text Summarization: A T5-Based Abstractive Approach 
    Ornob, Kawshik Ahmed; Shuvo, Bibakananda Roy (Daffodil International University, 2025-05-14)
    This project develops an abstractive summarization system for Bangla news articles using small-scale transformer models, specifically small MT5 (300M parameters) and BT5 Base (247M parameters), to generate long summaries ...
  • Fruit Quality Classification using Deep Learning and Explainable AI 
    Annafi, Abdun Nafi; Muhtasim, Tasnuva (Daffodil International University, 2025-05-14)
    Fruit quality classification is a critical task in agriculture and food industries to ensure standardization and market value. This study evaluates the performance of VGG19, MobileNetV2, ResNet50, custom CNN and BiLSTM for ...
  • Hybrid Machine Learning Approach for Early Detection of Ransomware Behavior 
    Pranto, Arafat Hossain (Daffodil International University, 2025-09-24)
    The pervasive and escalating threat of ransomware necessitates the development of extremely flexible and robust detection systems that exceed the restrictions of present signature-based and heuristic techniques. This thesis ...
  • Ceramic Tile Defect Detection Using YOLOv8: An Enhanced Deep Learning-Based Approach 
    Nadim, Shamsuzzaman (Daffodil International University, 2025-09-11)
    Ceramic tiles are a cornerstone in construction and interior design, thereby indicating that the quality of surface affects directly its durability and appearance potential. Detection of surface defects on tiles, such as ...
  • Detecting Skin Disease Using A Hybrid Deep Learning Approach 
    Hasan, Md. Mehedi (Daffodil International University, 2025-09-13)
    Diseases of the skin have taken on critical importance for global health, bringing into focus a necessity for accurate and quick diagnostics. This work demonstrates the development of both a Hybrid Convolutional Neural ...
  • Enhancing Personalized Purchase Decisions by Integrating Buyer Psychology: A Dual-Role E-Commerce Platform Designed for Seamless Interaction 
    Chowdhury, Md. Imtiazul Islam (Daffodil International University, 2025-08-11)
    This project offers a creative and intuitive e-commerce application to improve the online shopping making buying and selling easier for everyone. By enabling Give users the choice to join as either people who buy or sell, ...
  • Fake News Detection Using Machine Learning 
    Mohiuddin, Mohiuddin (Daffodil International University, 2025-08-14)
    The domination of digital platforms for distribution of fake news traveling through social media outlets continues to be a pressing concern for sustained societal trust and the sanctity of information. This study focuses ...
  • Deployment Security Operation Center (SOC) And Analysis 
    Dipto, Sudipto Singha (Daffodil International University, 2025-08-11)
    Internships provide an essential bridge between academic learning and professional practice. They offer students the chance to apply theoretical knowledge from their undergraduate studies in a real-world context. Working ...
  • Waste Management System 
    Tunon, Towhidul Islam (Daffodil International University, 2025-08-14)
    Our cities have a big problem with trash, and the old ways of dealing with it don't work anymore. This project shows how to use new technologies to handle trash in a better way. We have little sensors inside trash cans ...
  • Switching Intentions of Bangladeshi University Students Between Different AI Tools: A Push–Pull–Mooring Perspective 
    Arafat, Md. Eyeasin (Daffodil International University, 2025-08-14)
    The purpose of this study is to investigate Bangladeshi university students' switching intents between different AI tools using the Push-Pull-Mooring (PPM) paradigm to discover psychological, social, and contextual aspects ...
  • Industry Based Project Report 
    Tanbir, Md. (Daffodil International University, 2025-12-26)
    This internship report outlines the professional experience gained at Backdoor Private Limited, a prominent cybersecurity firm specializing in Vulnerability Assessment and Penetration Testing (VAPT), Digital Forensics, and ...

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