Takes chances for success. Big spender. Large money gambler. ‘Roller’ is a reference to rolling dice, thusly implying a gambler, but the phrase refers to any situation of gambling in life.
“My dad was a successful businessman even though he failed a couple of times, that’s because he was a high roller and always pushed to the limits.”