Worked on stabilizing the Fiddler Quickstart notebooks within the fiddler-labs/fiddler-examples repository, focusing on improving reliability and onboarding for new users. Addressed dependency management by updating torch and torchvision versions and adding the missing matplotlib package to ensure smooth execution in Jupyter Notebook environments. Enhanced documentation quality by correcting typos and restoring broken external links, which improved the accuracy and usability of the guides. Leveraged Python and Jupyter Notebook skills to align dependencies with the current Python package ecosystem, reducing potential support issues and supporting reproducibility. The work contributed to a more reliable and accessible onboarding experience for users.