معرفی
Martin Balfroid is a researcher at the Namur Digital Institute, Faculty of Computer Science, specializing in software testing, mutation testing, and AI-driven software engineering solutions. His work focuses on integrating large language models (LLMs) into software development workflows and improving educational methodologies for testing practices.
His research includes
- developing synthetic datasets for behavior-driven development
- generating code tours for developer onboarding
- comparing mutation testing techniques in teaching contexts
Recent publications highlight his contributions to LLM applications in software engineering, such as code tour generation, and empirical studies on mutation testing. Collaborations with institutions like TRAIL-Foundations and DigitalWallonia4.AI underscore his role in advancing trusted AI research.
Supervised Work:
- Co-authored the Master's thesis MuTEd: A Comparative Study of Classic and Extreme Mutation Testing for Teaching Software Testing (2022) with P. Luycx
Projects:
- ARIAC (2021–2027): Focused on Trusted Artificial Intelligence applications
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