Siani received a M.Eng degree from Warwick University in 2018 before completing a PhD at Durham University in 2022. Prior to joining Loughborough, she held a Heilbronn fellowship at Bristol university from 2022 to 2024. Broadly, her research focuses on the effect of input restrictions on the computational complexity of graph problems.