Graf went to a high school ("berufliches Gymnasium") in Mühlhausen, which combines regular schooling with an apprenticeship in a technical profession (see dual education system). In the summer of 2011 Graf had graduated with a high school diploma and completed an apprenticeship in information technology. After that she got accepted into the Hochschule für Technik und Wirtschaft to study mathematical economics.[1]
During her time in high school Graf was a member of the Chaos Computer Club and came in contact with the pirate party at the age of 16 when she was doing research for a school paper. Subsequently she joined the party in 2009 and became the vice president of its youth organisation in 2010. In 2011 she became a candidate for the party in the Berlin state election and got elected into the parliament on 18 September 2011.[1]