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Intelligent Code Review and Bug Detection System using NLP

Program: Software Engineering
November 17, 2025 by
Intelligent Code Review and Bug Detection System using NLP
Yarmouk Private University

This project focuses on developing an AI-powered code review tool that uses Natural Language Processing (NLP) and deep learning to detect bugs, vulnerabilities, and code inefficiencies in software repositories. The system will integrate with platforms like GitHub and GitLab, analyzing pull requests and commits for security vulnerabilities, coding standard violations, and logical errors. It will also provide suggestions for improving code readability and efficiency. The model will be trained on large-scale open-source codebases and will support multiple programming languages.

Supervisor

Hasan Khaled

Committee

Ibrahim Salem - Mohammad Ali

Students

Khaled Awadh - Omar Hasan

Intelligent Code Review and Bug Detection System using NLP
Yarmouk Private University November 17, 2025
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