Peep was born in 1781. Peep's father was Villem and his mother was Madli. His paternal grandparents are Niklus and Liis; his maternal grandfather was Hindrik and his maternal grandmother is Ann. He had four sisters named Leenu, Mai, Margret and Juula. He died at the age of 35 in 1816.