Does stuttering vanish when you're alone ?

Does stuttering vanish when you're alone ? I've been noticing that my stutter is absolutely non-existent when I'm by myself......but severe when talking to someone and it's almost impossible for me to speak during presentations Do you guys have any pointers for me to improve my fluency?