Born in Kuldīga in the Russian Empire (today in Latvia), Harel was educated at a heder and high school, before moving to Switzerland to attend university. He studied chemistry at the University of Zurich, and medicine at the University of Bern, graduating as a doctor in 1916. During his time as a student he became involved in Zionist organisations.