Research Experience

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Sep 2022 – Present Graduate Research Assistant

The University of British Columbia, Canada

Ongoing Research Projects:
  1. Robust and resilient machine learning for connected healthcare systems
Jan 2020 – Aug 2022 Research Assistant

American University of Sharjah, UAE

Published Research Projects:
  1. Virtualizing and scheduling FPGA resources in cloud computing data centers
  2. Predicted leakage power, energy per access, and silicon area in register files using several machine learning algorithms to assess design alternatives
  3. Studied the behavior of chaotic disease models like COVID-19 through FPGA implementations
  4. Implemented chaotic oscillators with odd/even symmetry on FPGA and examined their applications
Jan 2018 – Dec 2019    Graduate Research Assistant

American University of Sharjah, UAE

  • Demonstrated an innovative FPGA-based random forest network traffic classifier that exceeds its predecessors in terms of throughput and accuracy
  • Designed a pipelined rotated chaotic Lorenz system on FPGA
  • Proposed a novel video transcoder that uses the parallel architecture of FPGAs and is enabled by the internet of things infrastructure
Jul 2015 – Dec 2017    Undergraduate Research Assistant

American University of Sharjah, UAE

  • Designed a novel FPGA-based gait rehabilitation system that offers a simple and cost-efficient alternative to traditional rehabilitation approaches
  • Designed a database system and web services for remote patient health monitoring cloud brokering services using JSP and MySQL
  • Designed a C++ dynamic scheduler for batch data processing in parallel systems
  • Optimized a VBA code for dynamic resource scheduling and capacity requirement planning