Nikunj Gupta contributed to the juspay/clairvoyance repository by standardizing weekly x-axis labeling in line charts, replacing actual dates with generic labels from Day 1 to Day 7. This backend-driven data visualization enhancement aimed to improve consistency and readability across weekly trend analyses on dashboards. Using Python and applying data visualization best practices, Nikunj focused on reducing cognitive load for analysts and making cross-week comparisons more intuitive. The work demonstrated attention to commit hygiene and documentation within the charting module. Over the month, Nikunj delivered one targeted feature, reflecting a focused and maintainable approach to improving dashboard usability and analytical clarity.