Faculty of Science and Information Technology: Recent submissions

  • Building a Comprehensive Secured CI/CD Pipeline with Integrated Monitoring & Alerting System 
    Miah, Joy (Daffodil International University, 2024-07-24)
    The rapidly evolving landscape of software development is a rather young and actively developing field. There is a tendency for organizations to provide efficient and high-quality applications. This project involves ...
  • Enhancing Exam Security AI-Powered Safe Exam System with Secure Browser Control 
    Islam, Md. Nazmul (Daffodil International University, 2024-07-24)
    The modern world is evolving and connecting to computers on a daily basis. In recent years, e-learning has grown significantly. Maintaining the integrity of exams in the context of online learning is a major challenge ...
  • DDOS detection using ensemble techniques in machine learning models with a tailored companion tool for cyber security analysts 
    Tuba, Sidratul Muntaha (Daffodil International University, 2024-07-13)
    With the increasing occurrence and complexity of cyber-threats, there is a need today to make use of highly performant and robust detection tools for advanced cyber-attacks such as Distributed Denial of Service (DDoS) ...
  • Software quality assurance at creative soft technology ltd 
    Sisir, Sumsul Karim (Daffodil International University, 2024-07-13)
    Modern software systems rely on Software Quality Assurance (SQA) to provide for and maintain assurances of the operations, functionality, and reliability of. Undefinedcorporate world of the cutthroat economy where software ...
  • Anticipating Dengue: Advanced Machine Learning for Timely Epidemic Prediction 
    Ferdous, Jannatul; Rahman, Md. Arafat (Daffodil International University, 2024-07-24)
    This research is about finding better ways to predict and manage dengue outbreaks, a serious illness spread by mosquitoes. To enhance predictions, we are utilizing sophisticated machine learning methods and intelligent ...
  • Identifying of diabetic retinopathy from fundus image using deep learning 
    Abidul Islam, F M (Daffodil International University, 2024-07-13)
    Diabetic retinopathy is one of the complications of diabetes that affects the retina of the eyes resulting to blindness if not diagnosed in time. This is initiated by the destruction of the blood vessels in the layer of ...
  • A Web-based Code Hosting Platform: Code Stream 
    Islam, Akaid (Daffodil International University, 2024-07-24)
    CodeStream is an innovative web application designed to foster collaboration and knowledge sharing among students and faculty at Daffodil International University (DIU). The platform allows users to sign up and log in ...
  • E-Nursery an android base E-Commerce application 
    Hasan, Md. Mehedi (Daffodil International University, 2024-07-24)
    E-Nursery” is an Android-based e-commerce platform tailored for the agricultural sector, presenting a virtual nursery and agricultural supply store. E-Nursery refers to the use of electronic commerce websites or applications ...
  • Automated medicine billing with image recognition 
    Ullah, Mohammad; Nahid, Sayed (Daffodil International University, 2024-07-24)
    This research aims to revolutionize the manual billing processes in pharmacies through an innovative system leveraging image recognition technology. By using a strategically placed camera, the system captures images of ...
  • Alzheimer Disease Detection from MRI Images Using Deep Learning Techniques 
    Yusuf Ali, Mohammad; Ryan, Md Abu (Daffodil International University, 2024-07-24)
    The early detection of Alzheimer’s disease (AD) is crucial for effective interventionand management. This study explores the application of deep learning techniques toclassify MRI images into three categories: mild demented, ...
  • Plant disease classification using deep learning approaches 
    Rehnuma Akter (Daffodil International University, 2024-07-24)
    This thesis extensively evaluates deep learning models for classifying plant diseases and their effects on agriculture, society, and the environment. Basic CNN, Modified AlexNet, EfficientNet B0, and EfficientNet B4 are ...
  • Design and development of web-based Business Consulting services management 
    Hasan, Robayat (Daffodil International University, 2024-07-13)
    Business consulting service management is an innovative platform designed to facilitate collaboration among entrepreneurs, business strategists, and investors, aiming to development of small and medium-sized enterprises. ...
  • Bangla Product Review Sentiment Analysis By ML & DL Approach 
    Islam, Rashedul; Sadik, Sadman (Daffodil International University, 2024-07-13)
    In this age of internet technology, e-commerce and online marketing companies in Bangladesh were already doing well. As a result of the widespread quarantines caused by the COVID-19 pandemic, online shopping has surpassed ...
  • Using deep learning techniques to identify false news in Bangla 
    Khan, Md. Sakib (Daffodil International University, 2024-07-24)
    The prevalence of fake news has increased the need for sophisticated detection algorithms, particularly those that operate in languages other than English. The purpose of the study is to address the issues surrounding ...
  • An ultimate web-based all-in one home service solution in BD : 
    Roy, Sumon; Ahmed, Md. Tanvir (Daffodil International University, 2024-07-13)
    OneMart thus comes as one of the most sophisticated platforms that are disrupting the market space of home services management. Again, it is developed using the solid MERN stack and utilizes the versatility of React. The ...
  • An ultimate web-based all-in one home service solution in BD : one mart 
    Roy, Sumon; Ahmed, Md. Tanvir (Daffodil International University, 2024-07-24)
    OneMart thus comes as one of the most sophisticated platforms that are disrupting the market space of home services management. Again, it is developed using the solid MERN stack and utilizes the versatility of React. The ...
  • A Web-based Solution for Searching Suitable Accommodation for People of All Professions: Find Home BD 
    Ahmed, Tausif (Daffodil International University, 2024-07-24)
    In Bangladesh, finding rental accommodations is often challenging due to outdated methods and a fragmented rental market. "Find Home BD" addresses these issues with an innovative online platform that connects renters ...
  • Classification of Bangladeshi Bird Species Based on Images Using Deep Learning Techniques 
    Sourov, Md. Shahadat Hossain (Daffodil International University, 2024-07-24)
    Bird species classification is significant for the ecological studies and the biodiversity conservation. This paper introduces a novel method using deep learning to automatically classify the bird species from the images. ...
  • JobHuntBD – web based job portal application 
    Al-Amin, Md; Raisul Islam, Md. (Daffodil International University, 2024-07-24)
    The improvement of online job portals has changed the recruiting and job-hunting scene, especially in Bangladesh. “JobHuntBD”, a web-based job portal in Bangladesh, aims to address unemployment, skill gaps, and remote ...
  • Hunger- A food Delivery App 
    Dey, Pretty; Rahman, Md. Siddiqur (Daffodil International University, 2024-07-24)
    Student life is the most stressful life, especially for those who live in hostels or dormitories. Faceing academic pressure, attending classes all day long when we go back to our hostels or dorms, the first thing we feel ...

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