EDUCATION

EDUCATION

Towson University, Maryland, USA

Doctor of Philosophy in Information Technology

Department of Computer and Information Science

Fall 2025 - Ongoing

Advisor: Dr. Anik Mallik

Jahangirnagar University (JU),  Savar, Dhaka, Bangladesh

Master of Science in Applied Statistics and Data Science

Department of Statistics and Data Science

Degree Completed: August 2024

CGPA: 3.85 out of 4.00

Dissertation: TweetGuard: Combining Transformer and Bi-LSTM Architectures for Fake News Detection in Large-Scale Tweets

Advisor: Farhana Akter Bina

Developed "TweetGuard," a novel classification model for detecting fake news in tweets, integrating transformer and LSTM architectures. Utilized the "TruthSeeker" dataset for robust training, enhanced model performance using advanced text cleaning and BERTweet tokenization. Validated robustness across multiple datasets, significantly outperforming traditional deep learning classifiers and advancing fake news detection technology.

Khulna University of Engineering & Technology (KUET), Khulna,  Bangladesh

Bachelor of Science in Electronics and Communication Engineering

Department of Electronics and Communication Engineering (ECE)

Degree Completed: April 2022

CGPA: 3.06 out 4.00  (Average 3.54 in last two semester)

Dissertation: Feature Extraction & Classification of Electrooculography (EOG) Signal Using RNN for Human Computer Interface

Advisor: Dr. Sheikh Md. Rabiul Islam

This work analyzed the performance of RNN-based deep learning algorithms using feature extraction on a EOG dataset to identify the four directional eye movements. This work used MATLAB for signal denoising and baseline drift mitigation along with feature extraction as well as Python 3.7 programming language with Scikit-Learn under Google Colab distribution for classification. 

Saint Joseph Higher Secondary School, Dhaka, Bangladesh

Higher Secondary Certificate

Group: Science

Degree Completed: August 2016

GPA: 5.00 out of  5.00

Saint Gregory's High School, Dhaka, Bangladesh

Secondary School Certificate

Group: Science

Degree Completed: May 2014

GPA: 5.00 out of  5.00