Olly was born in England and was a child of the 1990s. He grew up watching science-fiction and reading non-fiction. After graduating with a BA in History from the University of Cambridge and finding work at a media company, he acquired a taste for literary fiction and a craving to write it. He developed his first novel, Study Hard, on a Faber Academy course in London, the city in which he lives and writes.