Worked on SDK migration and model inference optimization across two open-source repositories. In google-gemini/cookbook, migrated the Guess the Shape Jupyter Notebook to a new SDK by updating installation commands, imports, and content generation calls, consolidating changes to streamline future maintenance. In keras-team/keras, upgraded OpenVINO integration from opset14 to opset15, improving model inference compatibility and performance with newer runtimes. Documented the rationale and changelog for the opset upgrade to support ongoing maintenance. Leveraged Python, Jupyter Notebooks, and deep learning frameworks to ensure codebase alignment with evolving SDK and hardware acceleration standards, focusing on maintainability and compatibility.