He was born in Mahshahr, Iran in a family of four. Charusaie received his masters in Communication Systems from Sharif University of Technology in January 2019. During his masters he worked on correlation measures for random variables derived from sparse stochastic process.
He studied compressibility of singular random vectors and evaluated equivalent definitions of entropy for such random variables.
In May 2020 he joined Empirical Inference Department in Max Planck Institute for Intelligent Systems.
Currently, he is working on Theoretical Machine Learning, Privacy, and Information Theory.