Projects
Each project is documented as a full narrative covering the problem, the context, the solution, the process, the challenges, and the lessons learned.
A unified student platform built to centralize academic tools, course resources, events, and AI-assisted support for BRAC University students.
Role Full-Stack Developer
Outcome Combined student resources, event information, and an AI support layer into one structured academic platform.
An academic integrity tool that analyzes text similarity using Python NLP models and presents results through a clean Laravel interface.
Role Full-Stack Developer
Outcome Created a faster and more accessible workflow for identifying duplicated content and presenting clear similarity results.
A multi-level 2D DX-ball style game built with Python and OpenGL to explore reflections, collisions, and progressive gameplay.
Role Game Developer
Outcome Translated graphics concepts into an interactive multi-level game with collision logic and increasing difficulty.
A large-scale text classification project comparing machine learning and deep learning models across a 340K+ question-answer dataset.
Role ML Developer
Outcome Benchmarked multiple modeling strategies and achieved the strongest result with a BiLSTM at roughly 72.5% accuracy.
An adaptive deep embedding clustering framework for unsupervised text clustering using Sentence-BERT representations and custom clustering refinements.
Role ML Research Project
Outcome Benchmarked a custom A-DEC++ clustering approach on DBpedia and 20 Newsgroups using multiple clustering metrics.
A custom UNIX shell written in C for BRAC University's CSE321 Operating Systems course, supporting redirection, piping, sequencing, and signal handling.
Role Systems Programming Project
Outcome Implemented a working shell that handled command parsing, piping, redirection, command history, and CTRL+C behavior.
A file system consistency checker for a custom VSFS image built for BRAC University's CSE321 Operating Systems course.
Role Systems Programming Project
Outcome Built a checker that validated superblock metadata, bitmaps, inode references, duplicate blocks, and bad block conditions in a corrupted file system image.