School of Data and Sciences (SDS)
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Hate speech detection using machine learning techniques
(Brac University, 2022-05)Social media and sharing platforms are improving in tandem with the internet. Although, humanity has bene ted from these platforms in a variety of ways. However, many people were faced with a variety of obstacles and ... -
D-ARTNET22 V1: a neural network framework against stolen digital artworks getting Non-Fungible Token (NFT) labels
(Brac University, 2022-05)"Since NFT sites gained fame for selling digital arts, NFT crimes have taken a toll on excessive amounts of digital content creators as stolen digital artworks get their ownership changed permanently in the name of the ... -
Predicting temperature of major cities using machine learning and deep learning
(Brac University, 2022-05)Currently, the issue that concerns the world leaders most is climate change for its effect on agriculture, environment and economies of daily life. So, to combat this, temperature prediction with strong accuracy is vital. ... -
An update on Hutchinson-Gilford progeria syndrome: a review of the current state of knowledge in Genetic Etiology, Molecular Pathogenesis, and Emerging Treatment Strategies
(Brac University, 2023-12)Hutchinson-Gilford progeria syndrome (HGPS) is a rare genetic disorder characterized by a premature aging system, which leads to death before 14.6 years due to cardiovascular complications and heart failure. HGPS is connected ... -
A review on prevalence and antimicrobial resistance in salmonella enteritidis and salmonella typhimurium in poultry
(Brac University, 2023-11)Salmonellosis poses an enduring global challenge, contributing significantly to foodborne illnesses and economic burdens. This review focused on the prevalence of Salmonella serovars Enteritidis and Typhimurium in poultry ... -
Deep learning based crowd monitoring and person identification system
(Brac University, 2023-09)In this paper, we propose a deep learning-based crowd monitoring and person identification system and a crowd-video dataset to address the challenges posed by the recent COVID-19 pandemic or future pandemics may occur, ... -
An implementation and analysis of deep learning models for the detection of wheat diseases
(Brac University, 2023-09)Detecting a disease visually is a time-consuming and error-prone operation, and in the agricultural arena, for disease control, crop yield loss prediction, and global food security, automatic and accurate evaluation of ... -
Distribution of complete CRISPR-Cas systems in vibrio cholerae and its effect on presence of plasmid derived contigs in complete genome assemblies
(BRAC University, 2023-05)Cholera is a water-borne disease caused by Vibrio cholerae that causes severe diarrhea and dehydration. Plasmids disseminate antibiotic resistance and have the potential to play critical roles in epidemic outbreaks. ... -
Towards santali linguistic inclusion: building the first Santali-to-English translation model using mT5 transformer and data augmentation
(Brac University, 2023-09)Around seven million individuals in India, Bangladesh, Bhutan, and Nepal speak Santali, positioning it as nearly the third most commonly used Austroasiatic language. Despite its prominence among the Austroasiatic language ... -
An efficient deep learning approach to detect citrus leaves disease
(Brac University, 2023-01)Bangladesh is one of the leading exporters of citrus. The country has been exporting citrus fruits to more than 60 countries annually. The main risk that citrus disease poses to crop yield is through contact with infected ... -
Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles
(Brac University, 2023-01)Recruitment process has become very crucial in the vast job market and being able to recruit effectively is a challenge. This is because, there is a scarcity of suitable candidates for any particular job opening. Moreover, ... -
Network infrastructure maintenance and troubleshooting at Paradise Technologies Limited
(Brac University, 2023-09)This internship report focuses on ”Network Infrastructure Maintenance and Troubleshooting at Paradise Technologies Limited”. The report delves into the critical aspects of maintaining and resolving issues in the company’s ... -
Education content provider based on particular weaknesses of students: a unsupervised machine learning appro
(Brac University, 2023-09)To uncover underlying patterns in large datasets, a procedure called data mining is often utilized. By analyzing data gathered through Online Learning (OL) systems, data mining can be used to unearth hidden relationships ... -
A community website for the Bengali community residing in the UK - a project by London Academy of IT
(Brac University, 2023-09)This report provides an overview of my experience as a full stack web developer at the London Academy of IT. I had been assigned with building a community website for the Bengali community residing in the UK from scratch. ... -
Detection of skin diseases using deep learning
(2023-09)As a topic of global health importance, skin diseases must be quickly identified and accurately diagnosed to allow for effective treatment. Specifically for the classification of skin diseases, the use of deep learning ... -
Synthetic population generation using census data
(Brac University, 2023-09)An open-source population simulator is being developed to address the limitations posed by current closed-source population simulators. The close nature of these existing simulators restricts access to demographic modeling ... -
Internship as a software Engineer- Banking app
(BRAC University, 2023-06)In this present world everything is considered under competition . In our academic life we compete with our class or group mates. On the other hand in our job sector we compete with other companies . Now if we think about ... -
Full stack development of UBERA system
(BRAC University, 2023-05)The system named ‘UBERA’ is a web application which is undertaken as a system which has the ability to assess buildings and produce an output result if they are vulnerable to earthquake or not. It is an automatic decision ... -
Evaluating CNN and Vvsion transformer models for mango leaf variety identification
(Brac University, 2023-09)Mango, often referred to as the “King of fruits”, occupies a superior place in the global agricultural landscape due to its growing demand. Thus accurate identification and classification of mango tree varieties is ... -
Machine learning based stream selection of secondary school students in Bangladesh
(BRAC University, 2023-05)A strong civilization is built on a strong foundation, and education plays a vital role in acquiring the necessary information and skills for success in life. This thesis focuses on the education system in Bangladesh, ...