I also used a drill press upside down once. I had to drill out a
particularly hard lug bolt on my car and there was no convenient way to
fasten an entire Mitsubishi Mirage to the drill press table. I turned the
head of a small drill press upside down and fastened the entire machine
sideways on the garage wall at the appropriate height. It worked great!

Vaughn