Paul Parayil Varkey

Software Engineer

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

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Latest Publications

ICASSP - June 11, 2021

Optimizing Coverage and Capacity in Cellular Networks using Machine Learning

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

Aeroelastic Preliminary-Design Optimization of Communication Tower Structures

Vishvas Suryakumar, Paul Parayil Varkey, Ben Thomsen, Jack Marriott, David Liu, Abhishek Tiwari

IEEE Access 2018 - June 25, 2018

Deep Learning Coordinated Beamforming for Highly-Mobile Millimeter Wave Systems

Ahmed Alkhateeb, Sam Alex, Paul Parayil Varkey, Ying Li, Qi Qu, Djordje Tujkovic