To add a member on your channel, go to the very beginning and choose "Add people". Or you can click on the Icon near the number of participant and click "Add people" on the "Members" right column that appears. To make it private, go to "... More" < "Additional options" and there chose the third option "Change to private channel" and "Change to Private" botton