During February 2025, Sgera focused on improving the reliability of the evaluation workflow in the pytorch/torchrec repository by addressing persistent shutdown issues in the DataLoadingThread. Sgera implemented daemonization for this thread using Python, ensuring that evaluator applications could terminate cleanly without hanging. This targeted fix resolved user-reported bottlenecks and reduced downtime in automated evaluation runs. The work demonstrated a strong grasp of threading and software development principles, with careful debugging and minimal-risk code changes. Although the period involved fixing a single bug rather than adding new features, the solution addressed a critical pain point and improved overall workflow stability.