You can delete unwanted projects from the Project Explorer interface.
To delete a project, select the project and click the Delete button in the Home tab of Project Explorer.
You will receive a prompt asking you to confirm that you want to delete this project and its associated files and tasks permanently.
There is no "undo" in SI. Once deleted, you cannot recover these projects unless you restore a backup of your SI Server or import the project from a previous export.