CV

Education

• B.S. in Computer Science, Liege University, 2019
• M.S. in Computer Science, Liege University, 2021
• Ph.D in Technology, Aalto University, 2026 (expected)

Work experience

• 02.2021 - 09.2021: Research Assistant
  • Aalto University, Helsinki, Finland
  • Department of Computer Science, LeTech Research Group
  • Supervisors: Professor Lauri Malmi, Dr. Arto Hellas
• 06.2020 - 08.2020: Machine Learning Intern
  • EVS Broadcast Equipment
  • Innovation Research Team
  • Supervisor: Professor Gille Louppe
• 10.2017 - 12.2018: Teaching assistant:
  • University of Liege, Liege, Belgium
  • Department of Electrical Engineering and Computer Science
  • Supervisor: Professor Benoit Donnet

Publications

Automated Program Repair using Generative Models for Code Infilling

Training Language Models for Programming Feedback Using Automated Repair Tools

Koutcheme, C. (2023). Training Language Models for Programming Feedback Using Automated Repair Tools. In Artificial Intelligence in Education: 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023

Evaluating Distance Measures for Program Repair

Using Program Repair as a Proxy for Language Models’ Feedback Ability in Programming Education

Open Source Language Models Can Provide Feedback: Evaluating LLMs’ Ability to Help Students Using GPT-4-As-A-Judge

Evaluating Language Models for Generating and Judging Programming Feedback

Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback

Reinforcement Learning for Programming Feedback: Aligning Small Language Models Without Human Preferences