Peszkowski was a Sergeant, leading a platoon of the 20th Uhlan Regiment of King Jan III Sobieski (), during the Invasion of Poland by Nazi Germany.
After the Soviet invasion of Poland, almost the whole regiment was captured by the Red Army.