Research

My research has focused on language understanding for Bengali and deep learning for ECG analysis.

Published paper

2023 · ICCIT · IEEE Xplore

Bengali Intent Classification with Generative Adversarial BERT — co-authored with Mohammad Jahid Ibna Basher and Md. Tanvir Rouf Shawon. The work introduces BNIntent30, a Bengali intent-classification dataset with 30 classes, and evaluates GAN-BnBERT against other classification approaches on that dataset.

Undergraduate thesis

2021 · AUST

Design of an Arrhythmia Classification Algorithm Using 2-D Convolutional Neural Network — classifying arrhythmia from ECG beats using a two-dimensional convolutional neural network and signal preprocessing.