School of Data and Sciences (SDS)
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AI thesis helper
(BRAC University, 2024-12)In the modern world, Artificial Intelligence (AI) has become popular. Machine Learning (ML), is another popular term used on the internet, it is when AI is applied to a system which allows it to learn. Deep Learning (DL) ... -
Task management system and TV dashboard of Nagorik TV
(BRAC University, 2024-12)This report provides an overview of my six-month internship experience at Nagorik TV, where I worked as an intern in the broadcast and IT department. The primary goal of my internship was to develop a software application ... -
Shotgun metagenomics unravels higher antibiotic resistome profile in Bangladeshi gut microbiome
(BRAC University, 2023-03)Antibiotic resistance management is a challenging task in Low and Middle-Income Countries (LMICs) such as Bangladesh. Improper regulation and uncontrolled spreading of Antibiotic Resistant Genes (ARGs) from LIMCs pose a ... -
Offline handwritten Bangla character recognition using few-shot learning
(2024-10)Character recognition is becoming more and more important as a result of its numerous applications. Optical character recognition has several uses for accessibility, storability, backups, and translation among other ... -
Internship for Integrating digital PR and Ad tech
(Brac University, 2024-08)The Full Stack Online Developer Internship seeks to provide aspiring developers with a comprehensive grasp of creating dynamic and responsive online applications via hands-on experience. The program aims to bridge the ... -
Study on the presence of microplastics In bottled drinking water using Nile red and Its impact on human health
(BRAC University, 2024-11)Microplastics have emerged as ubiquitous in the environment as a pervasive global concern, alarming to the environment, agriculture, marine ecology, living organisms and human health. Several experimental studies reported ... -
The invisible threat: NIR on home appliances & your health
(BRAC University, 2024-11)This study investigates the non-ionizing radiation (NIR) emissions from household appliances, focusing on magnetic fields, electric fields, and radio frequency (RF) emissions. By analyzing various appliances such as cell ... -
Molecular detection & genetic characterization of coronavirus from Bat sample in Nipah prone areas of Bangladesh
(BRAC University, 2024-12)Bats are considered key natural carriers of Nipah virus and various zoonotic coronaviruses. In recent years, human activities have significantly contributed to the emergence of zoonotic diseases, leading to virus outbreaks ... -
Potential role of bacteriophages in facilitating the horizontal transfer of plasmids
(BRAC University, 2024-06)Plasmids, small circular DNA molecules, are key players in bacterial ecology and evolution due to their role in horizontal gene transfer (HGT). This process allows bacteria to exchange genetic material, including antibiotic ... -
Regulation of genetically modified organisms in South Africa and influence of the Cartagena Protocol on biosafety
(BRAC University, 2023-11)Food insecurity has become a global problem that, if left unaddressed, will only worsen due to the adverse effects of climate change and the rapid growth of the world's population. Traditional methods of crop improvement ... -
Renal function assessment for CKD in Type-2 Diabetes patients of Bangladesh: a cross-sectional study
(BRAC University, 2024-11)Chronic Kidney Disease (CKD) is a major long-term complication of Type 2 diabetes mellitus. The aim of this study was to determine the prevalence of CKD among patients with Type 2 diabetes (T2D) and its associated ... -
PCR identification of Pseudomonas aeruginosa and Klebsiella pneumoniae Isolated from drinking water provided in tea stalls and road-side restaurants of Dhaka North City Corporation (DNCC) and their antibiotic resistance pattern
(BRAC University, 2023-11)This study aimed to identify two specific bacterial species, Klebsiella pneumoniae and Pseudomonas aeruginosa, in the drinking water available at food stalls and roadside restaurants in Dhaka North City Corporation (DNCC) ... -
A comparative malware analysis of XWorm and Nanocore: laying the groundwork for enhanced detection strategies
(BRAC University, 2024)Malware continues to evolve, posing a significant challenge to global cybersecurity through sophisticated techniques such as obfuscation, process injection, and persistent Command-and-Control (C2) communication. This ... -
Handwriting-based emotion recognition using GNN
(BRAC University, 2024-12)Emotion detection is essential to know human behavior, but handwriting,a quite unique personal form of expression, remains underexplored in this context. This paper introduces a singular approach using Graph Neural ... -
Mastering full stack web development: internship experience at BRAC IT
(BRAC University, 2024-10)This report is a documentation of a six-month internship I partook at BRAC IT as a full- stack web development intern, where I was responsible for creating new modules and bug fixing to quite a few projects/webapps. My ... -
Parameter-efficient fine-tuning of LLMa-2 using quantization low-rank adaptation
(BRAC University, 2024-11)Llama-2, an advanced neural network with huge potential in text generation, sentiment analysis and language understanding. This report focuses on the fine-tuning process for build chatbot on custom datasets, specification ... -
Knowledge, attitude, awareness, activity, contribution and preventive approaches of Dengue
(BRAC University, 2024-11)Dengue, the most important mosquito-borne viral disease of humans is a recurring global health problem. In Bangladesh, dengue outbreaks are on the increase despite the efforts of government and it is not clear what the ... -
Isolation and identification of respiratory pathogen from sputum sample assessment antibiotics resistance: single centered cross sectional study
(BRAC University, 2024-11)Respiratory tract infections are general health threats that are magnified by increased cases of antibiotic resistance. The purpose of this study was to isolate respiratory pathogens from sputum samples to determine ... -
Nationwide research on Increased Rate of UTI in an early age resulting in Endometriosis and Infertility and female reproductive health
(BRAC University, 2023-08)Urinary Tract Infections (UTIs) are common bacterial infections affecting women worldwide, often leading to significant reproductive health issues. Although frequently considered minor, recurring UTIs, especially at a ... -
Association of LEPR gene rs1137100 (Lys109Arg) & rs1137101 (Gln223Arg) polymorphisms with Type 2 Diabetes Mellitus in young Bangladeshi population: a pilot study
(BRAC University, 2024-12)"Background: Youth-onset Type 2 Diabetes Mellitus (T2DM) is an emerging global public health concern. Polymorphisms in the LEPR (leptin receptor) gene, specifically rs1137100 (Lys109Arg) and rs1137101 (Gln223Arg) have ...
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