I found this video of a simple alteration that will fit what is needed.
https://www.youtube.com/watch?v=O-dE9CBMSQo
Her base is a Singer so the pins are still functional for some machines. Has anyone else tried this type of modification? Trying to wrap my brain around how deep the shelf would have to be. I'd rather use what I have than get another cabinet!