Projects - Portfolio

Bangla Sentiment Analysis Detection and Deployment using Social Media Comments Dataset

Sentiment Analysis Low Resource Language Bangla BERT FastAPI Docker NLP

An offensive language detection model for bangla social media content using Bangla BERT, and deployed it via FastAPI. Docker has been used in this project to ensure consistent, portable, and efficient deployment of the Bangla BERT sentiment analysis API. By containerizing the application, all dependencies, configurations, and the runtime environment are packaged into a single unit that can run reliably across different machines and operating systems.

Advanced Data Analytics and Time Series Forecasting for NYC Taxi and Dhaka Accident Dataset

Data Analytics Time Series Forecasting SARIMA SARIMAX Geospatial Analysis K-means Clustering

A Data Analytics and Time Series Forecasting project, analyzed the 2013 NYC Taxi Trips and 2019 Bangladesh Accident datasets using SARIMA, SARIMAX, Geospatial Analysis and Clustering. It uncovers taxi demand trends, accident hotspots and safety insights, offering data-driven recommendations for traffic management and urban planning.

Forestscape

Three.js WebGL Custom Shaders Perspective Projection

Forestscape, an interactive 3D forest using custom shaders, dynamic lighting, perspective projection, seasonal animations and mouse/keyboard controls. Features include texture changes and animated clouds, providing a realistic and immersive user experience.

Unveiling the Genetic Mosaic: A Multi Model Exploration of Rice Varietal Diversity

PCA HOG SVM Random Forest Dicision Tree Transfer Learning Machine Learning Deep Learning

A ML and DL project, explores genetic diversity in Turkish rice varieties using 75,000 grain images. It integrates Machine Learning, CNNs and Transfer Learning (VGG16, InceptionV3, MobileNetV2), achieving up to 99.9% accuracy, showcasing advanced AI's role in agricultural applications.

JobBoy BD

ASP.NET MVC Microsoft SQLServer 2014

An online job portal for job seekers and recruiters, providing personalized access, tailored job postings and detailed information about potential employers. It allows organizations to review resumes, initiate hiring processes and initiate direct discussions.

AquaSense

Arduino UNO Ultrasonic Sonar Sensor Turbidity Sensor

An "Automation on Water Pump and Water Quality Monitoring System" project, where the pump automatically switches ON/OFF by sensing different water levels and monitoring the water quality to reduce the wastage of water and drinking pure water.

Dental Care

PHP CSS JavaScript MySQL

Developed a web-based "Dental Appointment System" for scheduling and managing dental appointments using PHP, CSS, JavaScript and MySQL.

Hyacinth

Java Java Swing MySQL

A "Pharmacy Management System" was developed using Java Swing and MySQL to streamline pharmacy operations, including inventory management, sales, purchases, expiry tracking, and invoice generation to reduce manual work, minimize errors, and enhances efficiency.

Death Stalker

C/C++ iGraphics OpenGL

A 2D Metroidvania-style game was created using C/C++ and iGraphics (an OpenGL-based library). Players navigate a mystical land, encountering obstacles and enemies, showcasing core game development skills, including sprite animation, collision detection, enemy and level progression.