The Money Man, Eddie Money, had a string of hits in the late 1970's and early 1980's. Born Edward Joseph Maloney, Money was a NY cop for a while, before moving to California to try to make it in music (successfully, it turns out). Cool trivia fact: an older Eddie Money Song, "Can't Keep a Good Man Down," was used in the WNEW-FM TV ads for a few years in the early 80s.
"Think I'm in Love" was the first single off 1982's No Control ("Shakin' was the second single). Personally, I think the video is tremendous and seems to perfectly fit the song. As an aside -- isn't the intro scene reminiscent of Young Frankenstein?
Special shout out to The Universe on this one.