What game was invented by an unemployed architect and named the Criss Cross game?

The game you're likely thinking of is Connect Four, which was invented by Howard Sternberg, an unemployed architect. He originally called it "Connect Four", and later changed it to "Criss Cross" before it was eventually marketed under its original name.

While some sources mention a game called "Criss Cross", it is often associated with Connect Four.