Hi Prasanth,
This issue sounds similar to one of the known issues, have a look at the resolution steps below and let me know if they help:
Issue: No projects are loaded and no error message is shown
Error Message:
No projects are loaded despite there being many published projects in PWA, additionally no error message is shown.
Cause:
This may occur if Bulk Edit does not have permissions to load projects. This could be due to a failure in assigning the permissions during install, or if the App Management service has not been configured correctly for Project Server.
Resolution:
To ensure that the App has the appropriate permissions, open Site Contents and from the Bulk Edit app, check the permissions from the menu option (see screenshot). If this does not resolve the issue, an your are running on an on-premises installation, then try to install another PWA App such as Holiday Sync in order to determine if the App Management server in your SharePoint farm has been correctly configured for Project Server.