Do it! [and post pics]
Keep in mind that a [well built] SS will be noticeably easier to pedal than a geared bike using that same gearing.
• less weight from all the parts you can take off like the extra cogs.
• straight chainline.
• no drag from running the chain through the derailleur pulleys.