Research Experience

Detecting Sentiment in Anonymous Submissions: A Study on User Report Data

Human Computer Interaction, Sentiment Analysis, Usability Testing
In review in CSCW, 2025
Supervisor: Dr. A. B. M. Alim Al Islam

Contribution: Performed sentiment analysis on crowd sourced anonymous reports

From Redundancy to Resilience: An In-Depth Analysis of Fault Tolerance in Cloud Computing Systems

Fault tolerance, Cloud Computing, Distributed Systems
Feb 2024 - May 2024
Supervisor: Dr. Rezwana Reaz

Contribution: Analyzed fault tolerance mechanisms in cloud computing, categorize approaches, compare frameworks, and explore advanced techniques to enhance resilience and high availability

Fine-Tuning GPT-2 for Bengali Auto Text Completion Using Literary Corpus: A Qualitative Analysis

Natural Language Processing, Machine Learning
Jan 2023 - Mar 2023
Supervisor: Dr. Mohammed Eunus Ali

Contribution: Fine-tuned GPT-2 with a Bengali literature corpus to improve auto text completion