Department of Computer Science and Engineering (CSE)
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Recent Submissions
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Final thesis report internship as a web developer engineer
(BRAC University, 2024-10)This report highlights the way of creating a website structure during my internship as a web developer. The website structure is built in HTML and CSS. My main focus while making this report was to make it easy to access ... -
AUNET (Attention-based unified network): leveraging attention based N-BEATS for enhanced univariate time series forecasting
(BRAC University, 2024-11)This study presents AUNET, an enhanced version of the N-BEATS model specifically designed for univariate time series forecasting by incorporating a multi-head self-attention mechanism. The motivation behind AUNET is to ... -
Bengali sentiment analysis based on product reviews: unveiling consumer voices
(BRAC University, 2024)"These days, customers are more keen to buy products online rather than going to a shop or market. However, they often fear about the quality of products, as there is no way to measure them before buying them. As a result, ... -
Building an AI assistance application: full-stack development internship at Planet X Inc..
(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 ... -
Sales forecasting using machine learning
(BRAC University, 2024-10)In today’s aggressive and fast-paced economy, the ability to forecast sales accurately and effectively denotes a proper utilization of the available resources in planning. Typical sales forecasting methods fail quite ... -
Analyzing software quality and maintainability in object-oriented systems using software metrics
(BRAC University, 2024-10)Effective evaluation of software quality and maintainability is compulsory for successful object-oriented system development, and the potential of software metrics in achieving these goals are investigated in this research. ... -
Advanced video analytic system for posture and activity recognition: leveraging MediaPipe, CNN-LSTM, and ensemble learning for fall and unstable motion detection
(BRAC University, 2024-10)Human posture detection and classification are vital in monitoring activities, especially in health and safety contexts, such as fall detection in elderly care. This thesis presents a comparative study of two machine ... -
Clinical note generation from doctor-patient conversations using decoder-only large language models
(BRAC University, 2024-10)Documenting clinical notes is a vital but time-consuming task in healthcare. Even in this modern era medical doctors spend considerable time documenting clinical notes from encounters with patients. While there have been ... -
Ahar24: a modern restaurant food delivery management system
(BRAC University, 2024-11)The rapid digital transformation has significantly impacted the food and restaurant industry, leading to the emergence of online food delivery systems. This research presents the development of Ahar24: A Modern Restaurant ... -
Reverse engineering Intel DRAM addressing and reproduction of blacksmith
(BRAC University, 2024-10)Rowhammer is a widely known computer hardware vulnerability in recent years which breaks the fundamental limitations of DRAM technology by repeatedly accessing in order to cause bitflips in the adjacent rows. Understanding ... -
Digital assessment and learning platform for educational institutes
(BRAC University, 2024-10)This project is about an online learning platform that would facilitate teachers and students in gaining a comprehensive understanding of individual students’ aptitudes and deficiencies in a specific course or topic. It ... -
Pathway to perception: a smart navigation approach for visually impaired individuals leveraging YOLO, faster R-CNN, and LLaMA
(BRAC University, 2024-10)The purpose of our study is to create new technology that will provide a revolutionary navigation system with significant improvement of mobility and independence for visually impaired people. We utilize YOLOv11 and ... -
Internship as a software engineer
(BRAC University, 2024-01)In the current information age, novel ideas are consistently emerging, many of which are available on the internet to enhance business prospects when there is a correlation. Consequently, it is imperative for a company ... -
Parkinson’s disease freezing of gait (FOG) symptom detection using machine learning from wearable sensor data
(BRAC University, 2024-11)Freezing of gait (FoG) is a special symptom found in patients with Parkinson’s disease (PD). Patients who have FoG abruptly lose the capacity to walk as they normally would. Accelerometers worn by patients can record ... -
Smart dashboard - a project by a2i (Aspire to Innovate)
(BRAC University, 2024-10)The official works in Bangladesh are mainly done and recorded on paper. Basically, people do paperwork in government offices. We might have seen that many private sectors have turned most of their work online or ... -
Divide2Conquer (D2C): a comprehensive study on decentralized overfitting remediation in deep learning
(BRAC University, 2024-10)Overfitting remains a persistent challenge in deep learning, primarily attributed to data outliers, noise, and limited training set sizes. This thesis presents Divide2Conquer (D2C), a novel technique designed to address ... -
A performance evaluation framework for public blockchain based systems
(BRAC University, 2024-10)With the revolution of blockchain technology, smart contracts open a door for programs to be executed inside the blockchain. This allows programmers to build applications and deploy them in different blockchain systems. ... -
Depth-aware object detection and region filtering for autonomous vehicles: a monocular camera-based novel integration of MiDaS and YOLO for complex road scenarios with irregular traffic
(BRAC University, 2024-10)In this era of technological advancement, autonomous vehicles strive towards revolutionizing the transportation system. Object detection and distance measurement are critical for autonomous driving, particularly in dynamic ... -
Analyzing financial stress and its impact on mental health among Bangladeshi undergraduate students using SPSS and SmartPLS
(BRAC University, 2024-10)Undergraduate students are particularly susceptible to financial stress, which can severely undermine both mental health and academic achievement. Students were required to skillfully navigate a complex financial ... -
Advancing sentiment classification in Bangla text: an enhanced BERT approach on the SentNoB dataset
(BRAC University, 2024-10)Since social media has entered into our lives, it has set the scene for unmatched online communication and information sharing for a significant amount of time. These platforms enable people to share their thoughts, ...
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