I am a Software Engineer with Facebook Connectivity. I spend my time figuring out how to apply state-of-the-art research techniques and tools in optimization and ML to Internet infrastructure problems (design, planning and dynamic control).
Reinforcement learning, automated optimal control, connectivity infrastructure
ICASSP - June 11, 2021
Ryan M. Dreifuerst, Samuel Daulton, Yuchen Qian, Paul Parayil Varkey, Maximilian Balandat, Sanjay Kasturia, Anoop Tomar, Ali Yazdan Panah, Vish Ponnampalam, Robert W. Heath Jr
AIAA Scitech - January 6, 2020
Vishvas Suryakumar, Paul Parayil Varkey, Ben Thomsen, Jack Marriott, David Liu, Abhishek Tiwari
IEEE Access 2018 - June 25, 2018
Ahmed Alkhateeb, Sam Alex, Paul Parayil Varkey, Ying Li, Qi Qu, Djordje Tujkovic