Undergraduate Researcher

June 2023 – Present

I joined this to gain experience working with automotive data and machine learning.

• Trained Random Forest model to identify an attacker ECU's voltage signal with 80% accuraccy in a pool of 9 ECUs
• Currently working on a project to attack popular person detection models with adeversarial textures

Teachers Assistant

Aug 2024 – Present

• Instructed and answered questions for 31 students in my section
• Hosted 3 hours of office hours per week to help students with their labs and assignments

REU Research Assistant

Jan 2015 – Sep 2015

• Utilized 1.1 gigs of intersection traffic video to train multiple reinforcement learning models to navigate a UAV to a position that mitigated propagation delay between an attached base station and user equipment
• Created a custom reinforcement learning environment in stable baselines 3