Worked on stabilizing the Visualizer’s RMS handling in the mirage-project/mirage repository, focusing on improving the accuracy and reliability of data visualization for end users. Addressed a JSON parsing error related to RMS normalization, ensuring that the visualizer correctly interprets and displays RMS-related metrics. Enhanced the label mapping for RMS operations, allowing the interface to present 'Accum (Reduction=RMS)' clearly and reduce confusion around these metrics. Utilized Python to implement these bug fixes, emphasizing data visualization and robust parsing. The work improved the fidelity of user-facing visuals, minimized discrepancies, and contributed to a smoother support experience for the project.