With the first rise of online casinos (pre 2010), a friend of mine thought he had rigged the system by more or less the same strategy. I think the usual approach is actually to double the bet.

Well…in the end he won a debt of several 10k€ before he had to quit. This put a huge strain on his early adulthood.