About the Author

Imran Al Munyeem is a PhD researcher in Computer Science at Nottingham Trent University, specialising in cybersecurity, hybrid cyber range architectures, and AI-assisted security testing. He holds an MSc in Software Engineering and Applications with Distinction from the University of Bedfordshire, and spent several years in industry as a software test engineer, working across test automation, API testing, CI/CD, performance testing, and security assessment. He is an IEEE conference author, and his research interests include large language models for software testing.

His research, projects, and contact details are at https://imranalmunyeem.com.

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