During November 2025, Goudtho worked on the GoogleCloudPlatform/generative-ai repository, focusing on improving the reliability of the end-to-end training workflow for custom containers. Using Python and leveraging skills in fine-tuning and machine learning, Goudtho addressed a critical bug in the Fine-Tuning Example Notebook by correcting the command formatting for CustomContainerTrainingJob. This fix reduced runtime errors and streamlined the onboarding process for users working with custom container training jobs. Although no new features were introduced during this period, the work demonstrated careful attention to stability and user experience, emphasizing robust notebook development and targeted problem-solving within the project’s core infrastructure.