Sami Khairy

Postdoctoral Researcher

I received the M.S. and Ph.D. degrees in Electrical Engineering from the Illinois Institute of Technology, Chicago, IL, USA, in 2016 and 2021, respectively. I am currently a postdoctoral researcher in the Mathematics and Computer Science Division at Argonne National Laboratory. My research interests span the broad areas of reinforcement learning, statistical machine learning, data-driven optimization of next generation wireless networks, and statistical signal processing. I received a Fulbright Predoctoral Scholarship from JACEE and the U.S. Department of State in 2015, and the Starr/Fieldhouse Research Fellowship from Illinois Tech in 2019. I am a member of IEEE, IEEE ComSoc, IEEE HKN, SIAM, and AAAS.

Research Interests

Science Research Interests

  • Reinforcement learning and statistical machine learning
  • Quantum machine learning
  • Digital signal processing and statistical signal processing

Wireless Networking Research Interests

  • Data-driven wireless network optimization and resource management
  • Analysis and protocol design for next generation wireless networks

Skills

Programming Languages

C/C++, Matlab, Python (incl: NumPy, Pandas, TensorFlow, Scikit-learn, Gym, Jupyter), Java, PL/SQL, Network Simulator 3 (NS-3), OpenCV Library.

Parallel Programming

OpenMP, MPI, Pthreads

Embedded Systems

PIC Micro-controller, Arduino, Raspberry Pi

Networking

Cisco Network Management (Routing & Switching, Wired & Wireless)