Gut feeling says no, but money says yes.

As a resolution to this story, I fired him off an e-mail (our primary communication) and declined the web work, but asked to refocus on the robotics, seeing as I am 75% done with the front end. He then threw a hissy fit, calling me names and 'firing' me.

You're absolutely right, no way to be happy with a flaky client.