Research

1. Graduate Research Assistant (Jan 2026 – Present)

     Graduate Research Fellow, QRTS Lab

School of Computing, Queen's University, Canada

Research Areas: 

• AI and Machine Learning: Leveraging Machine Learning Techniques to automate the identification and mitigation of cyber intrusions.

• Cyber-Physical System Security: Protecting the integrity and functionality of interconnected physical and computational systems against cyber threats.

• Software Reliability and Security Engineering: Creating advanced defense mechanisms to safeguard connected and autonomous vehicles from cybersecurity vulnerabilities. 

2. Joint Research Collaboration (Jan 2023 – Jan 2024)

    Graduate Research Assistant

      Department of CSE, BUET, Bangladesh & University of Arizona, USA

• Research Focus: Institutional Knowledge Map Research using Machine Learning (ML) and Natural Language Processing (NLP) methodologies to develop a Multi-hop Question Answering (QA) System for institutional data.

• Supervisors: Dr. Md. Mostofa Akbar (BUET) and Dr. Md. Iqbal Hossain (University of Arizona).

• Key Contributions:

  • Designed and implemented a Multi-hop QA System inspired by HotpotQA, enabling complex reasoning and explainability in institutional data processing.

  • Collected and curated a diverse Multi-hop QA Dataset from sources such as Google Scholar and university websites, supporting system training and in-depth analysis.