Research Assistant

• Conducted innovative research on healthcare network infrastructure vulnerabilities, leveraging machine learning techniques to analyze and predict network performance issues.
• Performed comprehensive literature review of leading quantum computing and networking papers, synthesizing findings to integrate insights into potential machine learning applications for enhanced data security.

• Developed realistic simulations of classical and quantum networks using:

  • NS3 C++ library
  • SeQuEnCe Python network simulators
  • Redhat linux compute cluster
• Conducted comparative experiments between traditional protocols (TCP/IP and UDP/IP) and a quantum acknowledgment channel in high-traffic network scenarios, providing valuable insights into next-generation network performance.

Technologies

• C++
• Python
• NS3
• SeQuEnCe
• Redhat linux compute cluster