Posts

Selected Work

Projects

Research, design, and engineering work

I/ITSEC 2026

Research • Published at I/ITSEC 2026

AI vs Human Incident Command in VR Fire Training

AI VR Human Factors

Built and evaluated a VR firefighter training environment where an AI incident commander directs crews by radio. Transcript analysis showed AI command prompted more explicit tactical reasoning than human command.

Side Business • 2022 – 2024

Custom PC Builds

Hardware Assembly Small Business

Built custom desktop PCs with a friend and sold them. We spec’d parts to each buyer’s budget, assembled and cable-managed every build, then tested and tuned them before handover.

Custom gaming PC build

Coursework • ME 1600

Vehicle Performance Analysis in Python

Python Vehicle Dynamics Data Analysis

Python program that predicts full-throttle vehicle acceleration from real dyno data, modeling torque, traction, and road load through every gear and exporting results and comparison charts for four cars.

Free-body diagram of a vehicle on an incline