I am a Lecturer in the Department of Software Engineering at Daffodil International University (DIU), Dhaka. I received my B.Sc. in Software Engineering from Shahjalal University of Science and Technology (SUST) in 2025. I am also a Research Assistant (remote) at Concordia University, supervised by Prof. Yuhong Yana.

My research interests lie at the intersection of AI for Software Engineering and Trustworthy AI. I study LLM-based software testing and debugging, using program analysis and mutation testing to improve AI-assisted software engineering, while also exploring LLM evaluation, AI reliability, and human-centered AI systems to understand how AI can be made more trustworthy and effective in real-world applications.

🔥 News

  • 2026.08 Submitted "Clus-Test" to ICCIT 2026.
  • 2026.06 Submitted "Trustworthy Evaluation of LLM-Assisted Venture Screening for Financial Decision Support" to ACM ICAIF 2026.
  • 2026.06 Started mentoring undergraduate research groups at Shahjalal University of Science and Technology (SUST).
  • 2026.06 🎉 Presented "Inclusiveness Detection in Bangla Textbooks: Exploring LLMs and Advanced Prompting Techniques" at IEEE Rev-AI 2026, Bulgaria (online).
  • 2026.05 Joined as a RA (Remote) under Prof. Yuhong Yan at Concordia University.
  • 2026.04 🎉 Paper accepted at IEEE Rev-AI 2026.
  • 2025.09 Joined as Lecturer in the Department of Software Engineering at Daffodil International University.
  • 2025.05 Completed B.Sc. in Software Engineering from Shahjalal University of Science and Technology (SUST).
  • 2025.05 Completed SWE internship at Dynamic Solution Innovators Ltd.

📝 Publications

IEEE Rev-AI 2026
Inclusiveness Detection in Bangla Textbooks: Exploring LLMs and Advanced Prompting Techniques
Ridwanur Rashid Siam*, Samiul Islam Mugdha*, Md Kamruzzaman Kamrul, Abdus Salam Azad, Sayma Sultana Chowdhury. (*Equal contribution.)
ICCIT 2026 (Under Review)
Clus-Test: A Cluster-Aware Multi-Layer Pipeline for Cost-Aware LLM-Based Python Unit Test Generation Using Mutation Testing
Author list omitted to preserve double-blind review.
ACM ICAIF 2026 (Under Review)
Trustworthy Evaluation of LLM-Assisted Venture Screening
Author list omitted to preserve double-blind review.

🎖 Honors and Awards

  • 2024 Finalist, Code Samurai 2024, University of Dhaka.
  • 2023 Finalist (Top 15), Capture The Flag, SUST SWE Technovent.
  • 2022 1st Runner-Up, Regional Round, NASA International Space Apps Challenge.
  • 2020–21 Academic Merit Scholarship, Shahjalal University of Science and Technology.

📖 Education

  • 2020 – 2025 B.Sc. in Software Engineering, Shahjalal University of Science and Technology, Sylhet, Bangladesh.
  • 2017 – 2019 Higher Secondary Certificate, Notre Dame College, Dhaka, Bangladesh.

💻 Internships

🧩 Problem Solving

  • Solved 1,100+ problems across various online problem-solving platforms.
  • Solved 650 problems on Codeforces, highest rating 1373 | Codeforces ID .
  • Solved 126 problems on UVA Online Judge | uHunt ID .
  • Solved 136 problems on LeetCode | LeetCode ID .
  • Experienced in diverse problem domains, including graph theory, dynamic programming, greedy algorithms, number theory, and string algorithms.