Seppelt is the son of Alfred Seppelt, who was the head of the Berlin Chess Federation from 1984 to 2004.
In 1981, he obtained his college preparatory degree (Abitur) at the Beethoven-Oberschule in Berlin's Lankwitz neighborhood.