Experience

1. Senior Staff Researcher

   Palo Alto Networks August 2024 – Present

   Responsibilities include:

   • Develop machine learning models to detect web attacks

2. Researcher

   Huawei Research Canada May 2024 – May 2025

   Responsibilities include:

   • Large language model (LLM)-based vulnerability early detection framework reducing vulnerability acknowledge time
   • LLM-based vulnerability automatic patcher reducing mean time to respond (MTTR)

3. Research Assistant

   University of Toronto January 2020 – Present

   Responsibilities include:

   • Statistical analysis in R

4. Software Developer

   Trapeze Group September 2016 – August 2017

   Responsibilities include:

   • Full stack application development

5. Software Developer Intern

   Trapeze Group September 2014 – August 2015

   Responsibilities include:

   • Full stack application development