Job portal connecting students with part-time opportunities through searchable job listings. Implemented registration, login, job posting and application workflows on a relational MySQL schema.

Afia AbidaBRAC University

Project

CourseCritic — Faculty & Course Review System

Platform for students to rate and review courses and faculty to support informed course selection. Built REST APIs and MongoDB collections for users, courses and reviews, with a React interface.

Afia AbidaBRAC University

Project

DormMate — Dorm & Dormmate Matching Platform

Platform helping university students find dorms and compatible dormmates. Structured with Laravel MVC, Eloquent models and database migrations on MySQL.

Afia AbidaBRAC University

Project

News Headline Multi-Class Text Classification (NLP)

Compared TF-IDF and Skip-gram embeddings with ML and deep learning models; evaluated using accuracy, macro F1-score and confusion matrices.

Python
TF-IDF
Skip-gram
DNN
RNN
GRU
LSTM