I studied at Cambridge where I published research in AI. I've worked in product at Jane Street, in ML and Software Engineering and as a Consultant at Bain. At Bain, I saw firsthand how much time was spent on grunt work and I have spent whole days on manual work. Much of this work can now be done with Presia.