Browsing by Subject "Artificial intelligence"

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    • Advanced artificial intelligence self balanced robot for home security 

      Shourove, MD. Niaz Sharif; Mahmud, Khaled; Rahman, Mafruda; Rahman, Tanzim (BRAC University, 2017-12)
      Artificial Intelligence brings intelligent behavior in the field of Robotics. It enables robot to provide services for human in this modernized and changing world and assuredly it can work faster and better at every sector ...

    • Advanced electronic security and safety system using artificial intelligence 

      Jalal, S. M. Shuharto; Mahamud, Md. Sajid (BRAC University, 2016)
      Beholding the current situation of our country, lack of security and safety is a major issue with increasing crime rapidly where miscreants take advantage of the traditional vulnerable security system. This system can ...

    • Advancing legal accessibility in Bangladesh through AI-powered assistance and natural language interfaces 

      Hossain, Tanzir; Anawar, Md. Shakil; Islam, Ar-Rafi; Karim, Md. Adnan (BRAC University, 2024-10)
      In a country where laws and regulations are as difficult to understand as the cases they govern, the path to justice is anything but straightforward. For many in Bangladesh, the legal system’s complexity acts as a ...

    • An AI and NLP approach for detecting grooming behavior 

      Shanto, Hasibul Hossain; Farooqui, Farhan; Rafi, Abdullah Al; Feona, Maisha Maliha; Phul, Progya Talukder (BRAC University, 2024)
      "Grooming children on social media is a dangerous side effect of modern internet era. AI models, specially NLP have the potential to play a critical role in detecting grooming behavior. Even though, there have been studies ...

    • An analysis of customer satisfaction at Daraz: prospects and challenges 

      Hossain, Roushni (Brac University, 2024-06)
      Daraz Bangladesh is mainly an e-commerce company that provides its merchants with an online showroom and its customers with accessible online buying opportunities. Since 2015, Daraz Bangladesh has had the most significant ...

    • Analysis of marketing strategies, campaigns and projects of IDLC Finance Limited 

      Abedin, Saiyara Arsheen (Brac University, 2023-05)
      This report begins with information on the internship, such as the duties and tasks assigned to it, as well as the obstacles encountered. Secondly, it includes business information about IDLC Finance Limited, such as its ...

    • Artificial intelligence in HR Management 

      Lamia, Ridwana Islam (Brac University, 2020-06)
      Banglalink is known to be the third largest telecommunications company in Bangladesh after Grameenphone and Robi. In September 2004, Sheba Telecom (Pvt.) Limited sold 100% of its shares to Orascom Telecom Holdings, which ...

    • Automated detection of Malignant Lesions in the ovary using deep learning models and XAI 

      Ifty, Md. Hasin Sarwar; Nirjan, Nisharga; Diganta, M.A.; Islam, Labib; Ornate, Reeyad Ahmed (Brac University, 2024-01)
      Cancer is a complex and highly invasive disease that forms due to the abnormal growth of cells in any part of the body. A majority of cancers are unraveled and treated by incorporating advanced technology. However, ovarian ...

    • Automatic attendance system using facial recognition 

      Sikdar, Tushar; Binte Amin, Nafia; Shupti, Ayesha Akter; Ferdous, A.K.M Zubaer; Dashgupta, Amit (Brac University, 2022-01)
      Artificial Intelligence has brought revolutionary change all around the world prov ing its effectiveness almost in every aspect. AI is not only a science-fiction dream anymore, but also a constant part of our everyday ...

    • Automatic question & answer generation using generative Large Language Model (LLM) 

      Hasan, A.S.M Mehedi; Ehsan, Md. Alvee; Shahnoor, Kefaya Benta; Tasneem, Syeda Sumaiya (Brac University, 2024-01)
      In the realm of education, student evaluation holds equal significance as imparting knowledge. To be evaluated, students usually need to go through text-based academic assessment methods. Instructors need to make diverse ...

    • Bank loan prediction using machine learning 

      Mahottam, Parthosarothi; Anika, Antara Raida; Jahan, Dilshad; Lazika, Tanzina Afrin (Brac University, 2023-05)
      The Banking sector is a core foundation of the global economy as it facilitates the financial transactions while providing fundings in various purposes. One key aspect in the banking industry is the ability to accurately ...

    • Bengali hand sign language recognition using convolutional neural networks 

      Rumi, Roisul Islam; Hossain, Syed Moazzim; Shahriar, Ahmed; Islam, Ekhwan (BRAC University, 2019-04)
      Throughout the world the number of deaf and mute population is rising ever so increasingly. In particular Bangladesh has around 2.6 million individuals who aren't able to communicate with society using spoken language. ...

    • Biometric retina identification using artificial approach 

      Imam, Syed Abrar; Huda, Sheikh Samiul; Alam, Talha Bin; Ahsan, Anika (Brac University, 2022-05)
      In this paper, we considered recognizing 2D retina pictures with a Convolutional Neural Network (CNN) for greater accuracy since retina-based identification is the most secure way of establishing identity and identifying ...

    • Building an AI assistance application: full-stack development internship at Planet X Inc.. 

      Akash, Hossain Shariar (2024-10)
      This report is a documentation of a six-month internship I undertook at Planet X Inc. as a full-stack development intern with full responsibility for various projects centered on web application development. My main ...

    • Cardiovascular disease prediction model using Machine Learning Algorithm 

      Arefin Mirdha, MD Shamsul (Brac University, 2022-09)
      This research uses machine learning to anticipate and detect the symptoms of specific diseases after examining some of the important elements of these diseases in order to better understand them and develop new and better ...

    • Classifying insect pests from image data using deep learning 

      Mohsin, Md. Raiyan Bin; Ramisa, Sadia Afrin; Saad, Mohammad; Rabbani, Shahreen Husne; Tamkin, Salwa (Brac University, 2022-01)
      The fact that insecticidal pests impair significant agricultural productivity has become one of the main challenges in agriculture. There are, nevertheless, several requirements for a high-performing automated system ...

    • Comparative analysis and implementation of AI algorithms and NN model in process scheduling algorithm 

      Niloy, Maharshi; Moni, Md. Moynul Asik; Khan, Farah Jasmin; Chowdhury, Aquibul Haq; Juboraj, Md. Fahmid-Ul-Alam (Brac University, 2022-09-28)
      Process scheduling is an integral part of operating systems. The most widely used scheduling algorithm in operating systems is round-robin (RR), but the average waiting time in RR is often quite long. The purpose of this ...

    • Comparative analysis of machine learning models for stock price analysis across different dataset sizes 

      Srabon, Abir Alam; Abrar, Mahmudul Hasan; Rahman, Nimur; Ahmed, Washif Uddin; Hridy, Salamat Sajid (Brac University, 2023-05)
      The nature of the stock market has always been ambiguous as it constantly fluctuates for various factors. The regular fluctuations have always made it difficult for investors to invest. This paper compares six different ...

    • A comparative analysis on solving university departmental course allocation problem using AI optimization algorithms 

      Hasan, Shafqat; Dofadar, Dibyo Fabian; Khan, Riyo Hayat; Taj, Towshik Anam (Brac University, 2021-01)
      This paper discusses about various types of constraints, regulations, difficulties and solutions to overcome the challenges regarding university departmental course allocation problem. A CSP solver algorithm, Genetic ...

    • A comprehensive study and analysis of artificial intelligence-based waiter robot in restaurant 

      Nafis, Allama Bakhtiyar; Ahammed, Kawsar; Oishi, Humaira Rahman; Afroj, Sumya; Raka, Rezwana Chaudhury (Brac University, 2024-01)
      "The rapid development of technology has led to the implementation of numerous solutions aimed at streamlining processes, one of which is the incorporation of artifi cial intelligence. The Simultaneous Localization and ...