During October 2024, Goutham Uppari focused on improving API stability in the keras-team/keras repository by addressing a bug related to the Softmax activation layer. He resolved an AttributeError by refactoring the import path for Softmax, ensuring that both the codebase and documentation examples reflected the correct usage. This targeted fix, implemented in Python, reduced upgrade friction for developers and improved consistency across tutorials. Goutham applied skills in API refactoring and library updates to enhance the developer experience. While the work was limited to a single bug fix, it demonstrated careful attention to detail and alignment with best practices.