
Developed a vibration analysis notebook for the lsst-sitcom/notebooks_vandv repository, enabling retrieval and processing of M1M3 VMS data to establish vibration baselines and assess the impact of FCU speed and telescope elevation. Leveraged Python, Jupyter Notebook, and libraries such as Pandas and SciPy to analyze power spectral density and visualize spectrograms and displacement metrics. Automated code formatting and readability improvements using Ruff, refactoring imports and simplifying conditionals to enhance maintainability without altering functionality. Improved documentation and code quality supported reproducibility and streamlined onboarding, laying the groundwork for future performance monitoring and data-driven maintenance planning within the project.
2025-05 monthly summary focusing on business value and technical achievements. Key accomplishments include the delivery of a M1M3 VMS Vibration Analysis Notebook to establish a vibration baseline and assess FCU speed/elevation impacts, plus code quality improvements via Ruff that enhance maintainability without changing functionality. No major bugs reported this period; quality work completed to enable faster data-driven decisions and future analyses.
2025-05 monthly summary focusing on business value and technical achievements. Key accomplishments include the delivery of a M1M3 VMS Vibration Analysis Notebook to establish a vibration baseline and assess FCU speed/elevation impacts, plus code quality improvements via Ruff that enhance maintainability without changing functionality. No major bugs reported this period; quality work completed to enable faster data-driven decisions and future analyses.

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