Not quite. When he took power, he ruthlessly enforced atheism and slaughtered anyone who stood in his way. Only when he was fighting for his life with the Nazis did he find the Orthodox Church useful in his efforts. After he was done with the Nazis, he went back to his old tricks.
https://en.wikipedia.org/wiki/Persecution_of_Christians_in_t...