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