Research

Research Interests

• Machine Learning

• Natural Language Processing

• Software Engineering

Research Experience 

• Towards Usable API Documentation under the supervision of Dr. Gias Uddin, Assistant Professor, UCalgary. 

This work focuses on improving the usability of API documentation by detecting and mitigating different documentation smells (i.e., bad documentation styles).

• Automated Fake News Detection and Tracing User Propagation on Social Media under the supervision of Dr. Anindya Iqbal, Associate Professor, Department of CSE, BUET and Dr. Sadia Afroz, Research Scientist, International Computer Science Institute (ICSI). 

This work focuses on detecting fake news and tracing its propagation on social media and creating a benchmark on currently existing fake news detection approaches.

• Autonomous Code Review Usefulness Measurement and Review Categorization with Code Correction Suggestion under the supervision of Dr. Anindya Iqbal, Associate Professor, Department of CSE, BUET and Dr. Amiangshu Bosu, Assistant Professor, Department of Computer Science, Wayne State University. 

This research project aims to measure usefulness of code reviews and build an automated code correction suggestion system.

• Arabic Chat-bot System for Health-based Question-Answering with M. Sohel Rahman, Professor, Department of CSE, BUET and Dr. Tanvir Alam, King Abdullah University of Science and Technology. 

This research project aims to develop a chat-bot system which will suggest remedies for given health isssues after extracting relevant texts from the Quran and Hadith.

• Obesity Detection: An Empirical Study on Feature Selection Based Performance Analysis with M. Sohel Rahman, Professor, Department of CSE, BUET and Dr. Tanvir Alam, King Abdullah University of Science and Technology.

This research project aims to detect obesity and identify the most important features responsible for obesity