Afif Al Mamun
Graduate Researcher
I am Afif, a PhD student at the University of Calgary, supervised by Dr. Gias Uddin and Dr. Ann Barcomb. I also serve as a Graduate Assistant in Research & Teaching at UCalgary. In parallel with my doctoral studies, I am a Mitacs Accelerate intern at IBM Canada.
My research focuses on Large Language Models for Software Engineering, with a particular emphasis on automated bug management, including bug triaging, localization, and root cause analysis. I am especially interested in building LLM-based agentic and retrieval-augmented systems that can reason over complex software artifacts and assist developers throughout the debugging lifecycle.
Before starting my PhD, I worked for several years as a Software Engineer specializing in AI, contributing to projects across different applied domains. I hold a Bachelor of Science degree in Computer Science, for which I was awarded a gold medal in recognition of academic excellence.
Outside of my work, I enjoy the fine art of doing nothing and have a long-standing engineer’s dream of eventually retiring to a quiet village and starting a farm. :)
news
| Mar 12, 2026 | Our paper Evaluating the Environmental Impact of using Small Language Models and Prompt Engineering for Code Generation has been accepted to EASE 2026. |
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| Jul 14, 2025 | Our paper Evaluating Deep Learning Based Domain Generalization for Motion Mitigation in Multi-Center Brain MRI has been accepted to MICCAI-RIME 2025 workshop. |
| Jun 25, 2025 | I have been awarded Alberta Graduate Excellence Scholarship 2025 for the second time! |
| May 01, 2025 | Our paper Hallucination Detection in Large Language Models with Metamorphic Relations was awarded ACM Distinguished Paper Award at FSE 2025! |
| Jan 14, 2025 | Our paper titled Hallucination Detection in Large Language Models with Metamorphic Relations has been accepted to FSE 2025. |