Bikram contributed to the skypilot-org/skypilot-catalog repository by building an automated maintenance workflow for the Hyperbolic GPU catalog, leveraging GitHub Actions and Python scripting to ensure the catalog is regularly refreshed with new GPU instance types. This automation improved data reliability and kept users up to date with the latest cloud offerings. In the skypilot-org/skypilot repository, Bikram enhanced backend stability by disabling an unsupported network configuration for the Hyperbolic cloud provider, using feature flags and defensive programming in Python to reduce deployment risks. The work demonstrated depth in CI/CD, cloud provisioning, and robust exception handling within cloud integration contexts.