Research Topics

• ML-Enabled Systems
• Collaboration and Communication in ML
• Human Factors in Software Engineering and AI
• AI Education

Student Thesis Topics

Open:

If you already have a topic you would like to work on, feel free to reach out and share it with me and discuss. If you are not sure yet, I am happy to suggest some ideas as well.

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In progress:

• Automated Documentation Generation for ML-Enabled Systems Using Large Language Models

Publications

• CoCo Challenges in ML Engineering Teams: How to Collaboratively Build ML-Enabled Systems (2025)
• How Do Computer Science Students Perceive Self-Study with Open-Source Repositories for Building AI/ML Systems? (2025)
• Software Product Line Testing: A Systematic Literature Review (2024)
• Compressing Automatically Generated Unit Test Suites through Test Parameterization (2021)
• An Experimental Study on Flakiness and Fragility of Randoop Regression Test Suites (2019)
• An Experimental Study on Robustness and Responsiveness Testing of Iranian Android Games (2018)