Affiliation: Independent Researcher, Open Science Laboratory Relationship: Long-running open-source collaborator since 2019

Co-author or co-maintainer on PyCM, Art, Samila, Nafas, PyRGG, PyMilo, MyTimer, the therapeutic AI study, the over-compliant refactoring study, and the PyCM classifier-comparison tutorial.

Open Science Laboratory (OpenSciLab) — the shared organization. Your Wish Is My Commit: Over-Compliant Refactoring in AI Coding Agents: shared paper. Comparing Classifiers: A Case Study Using PyCM: shared paper.