Directory
- Tool Implementation and Research Project
- AI/ML Projects
- Development Projects
Tool Implementation & Research Projects
Project:
Automated Community Smell Detection Using In-Context Learning
Capabilities of GPT
Description:
This research paper will focus on identifying community smells
in large-scale software companies or environments by
leveraging GPT's in-context learning capabilities. Our goal is
to eventually develop this into a tool called the "Community
Smell Detector." The work is currently in progress, and
additional details will be provided soon.
Status:
Work In Progress
Project:
Web API Automated Black Box Testing Tool
Description:
BOTest is a desktop tool for automated black box testing of
RESTful Web APIs. It generates and executes test cases from
OpenAPI specifications to detect faults. The tool uses Java,
JUnit, and RestAssured, and produces detailed HTML reports
with Allure Report. Input includes an OpenAPI file and server
URI, and output is a comprehensive test report.
Tools:
Java, JUnit, RestAssured, Allure
Links:
Source Code |
Report
Project:
Goal-Question-Metric Framework Project
Description:
This project analyzes the productivity and teamwork-related
factors of software professionals in Bangladesh using the GQM
framework. Data was collected through a survey and analyzed to
understand the relationship between productivity and teamwork.
Tools:
Python
Links:
Source Code
|
Report
Project:
Abstract Syntax Tree Generator
Description:
This project involves developing key components for a
compiler: constructing an Abstract Syntax Tree (AST) and
performing lexical analysis to convert source code into
tokens. These components are essential for accurately
translating source code into executable programs.
Tools:
C++
Links:
Source Code
|
Report
AI/ML Projects
Project:
Gomoku Game with AI Opponent
Description:
This project involves developing an AI for the board game
Gomoku using Flutter. The AI employs the minimax algorithm and
alpha beta pruning to make strategic moves, providing a
challenging opponent for players. The Flutter framework
ensures a smooth and user-friendly interface, making the game
accessible on both Android and iOS devices.
Tools:
Flutter, Dart
Links:
Source Code
Project:
Wumpus World with AI
Description:
Wumpus World is a classic AI problem that involves navigating
a grid-based world filled with hazards like pits and the
Wumpus monster. The goal is to find the gold and exit the
world safely. This project implements the Wumpus World
environment and game logic using Python.
Tools:
Python, Pygame
Links:
Source Code
Project:
Glass Identification using K-NN and K-Means Algorithms
Description:
This project focuses on classifying glass types using two
machine learning algorithms: K-Nearest Neighbors (KNN) and
K-Means Clustering. The dataset used is glass.csv, which
contains various attributes of glass samples.
Tools:
Java
Links:
Source Code
Project:
Skin Detection using Naive Bayes Algorithm
Description:
This project focuses on developing a skin detection algorithm
using the Naive Bayes classifier. The primary objective is to
accurately classify skin and non-skin pixels in images,
leveraging the probabilistic nature of Naive Bayes. The
project also incorporates cross-validation to ensure the
robustness and generalization of the model.
Tools:
Java
Links:
Source Code
Project:
Leaf Prediction using KNN
Description:
This project implements a leaf prediction algorithm using the
K-Nearest Neighbors (KNN) algorithm. The model is trained and
tested on the Iris dataset, a well-known dataset in the
machine learning community. The project is implemented in Java
without using any machine learning libraries, showcasing a
pure Java approach to building a classification model.
Tools:
Java
Links:
Source Code
Project:
Image Pixel Clustering using K-Means Algorithm
Description:
This project implements the K-Means Clustering Algorithm to
cluster pixels of similar kinds together in an image. It is
designed to demonstrate how K-Means can be applied to image
processing tasks.
Tools:
Java
Links:
Source Code
Project:
K-D Tree Implementation
Description:
This project contains a Java implementation of a
K-dimensional tree (KdTree). The KdTree is a
space-partitioning data structure used for organizing points
in a k-dimensional space.
Tools:
Java
Links:
Source Code
Project:
Anova Test
Description:
This is a Jupyter Notebook-based project aimed at simplifying
the process of performing Analysis of Variance (ANOVA) tests.
ANOVA is a crucial statistical tool used to compare the means
of multiple groups and determine if there are any
statistically significant differences between them. This
project provides a user-friendly interface and comprehensive
documentation to help users understand and apply ANOVA tests
to their datasets effectively.
Tools:
Jupyter Notebook
Links:
Source Code
Development Projects
Project:
Udemy Web UI
Description:
This project aims to replicate the user interface of the
popular online learning platform, Udemy, using the Next.js
framework. The goal is to create a visually appealing and
functional clone that mimics the core features and design
elements of Udemy, providing a seamless user experience.
Tools:
Next.js
Links:
Source Code
Project:
News Stories Web UI
Description:
This project involves creating a user interface for a blog
posting platform using React.js. The platform fetches data
from an external API to display blog posts, allowing users to
read, create, and manage their blog content seamlessly. This
project was part of my internship at Cefalo Bangladesh Ltd.
Tools:
React.js
Links:
Source Code
Project:
News Stories API
Description:
This project is a blog posting platform API built using
ASP.NET Core. It follows the repository pattern and utilizes
an MSSQL database server. The core logic is divided into four
layers: API, Service, Repository, and Database.
Tools:
ASP.NET Core, Entity Framework Core, MS SQL Server
Links:
Source Code
Project:
Ride Sharing System
Description:
This project simulates a distributed ride-sharing service
using a microservice architecture. It leverages Docker to
compose multiple services, including MongoDB for data storage,
Nginx for load balancing, and various Node.js services for
handling ride-sharing and communication functionalities. The
services are designed to operate in different geographical
locations, such as Dhaka and Chittagong, to simulate a
real-world distributed system.
Tools:
Node.js, Docker
Links:
Source Code
Project:
Calculator API
Description:
This project is a simple calculator API built with Node.js.
The main focus of this project is to demonstrate continuous
integration and continuous deployment (CI/CD) using GitHub
Actions and Heroku.
Tools:
Node.js, GitHub Actions
Links:
Source Code
Project:
IIT-360 Mobile Application
Description:
This is a Flutter application designed to provide general
information about the Institute of Information Technology
(IIT), University of Dhaka. It offers special functionalities
for students and teachers, including class alarms, event
reminders, and class rescheduling notifications. This is a
project related to the course Software Project Lab 2.
Tools:
Flutter, Dart
Links:
Source Code
Project:
IIT-360 API
Description:
The IIT 360 Backend is a robust and scalable server-side
application developed using ASP.NET Core. It serves as the
backbone for the IIT 360 project, providing essential
functionalities and data management for the mobile application
used by students and faculty of the Institute of Information
Technology (IIT), University of Dhaka.
Tools:
ASP.NET Core, Entity Framework Core, MS SQL Server
Links:
Source Code
Project:
Point of Sale Web UI
Description:
This Point of Sale (POS) system was developed using Angular
as part of the Web Technology course. The system is designed
to streamline sales processes, manage inventory, and provide
detailed sales reports, making it an essential tool for retail
businesses.
Tools:
Angular, TypeScript
Links:
Source Code
Project:
Point of Sale API
Description:
This is the API for the Point of Sale (POS) system, developed
using ASP.NET Core. The API follows the repository pattern and
employs best practices such as Data Transfer Objects (DTOs).
It uses a code-first approach for database management with
MSSQL Server. It was part of the Web Development Course.
Tools:
ASP.NET Core, Entity Framework Core, MS SQL Server
Links:
Source Code
Project:
Shape Drawing Desktop Application
Description:
This JavaFX project allows users to draw various shapes. The
implementation follows the Composite Design Pattern, enabling
complex shapes to be composed of simpler ones. This was part
of my Design Patterns course.
Tools:
JavaFX, Java
Links:
Source Code
Project:
Text Conversion Desktop Application
Description:
This JavaFX project allows users to convert text into
different formats (JSON, XML, CSV) using the Strategy Design
Pattern. The application provides a user-friendly interface
for selecting the desired format and performing the
conversion.
Tools:
JavaFX, Java
Links:
Source Code
Project:
Authentication Web Application
Description:
This is a PHP web application for user signup and signin,
developed as part of a web development course. The application
uses MySQL for database connections and Materialize CSS for
styling.
Tools:
PHP, MySQL, Materialize CSS
Links:
Source Code