Machine learning for car repair diagnostics on the Factory Firmware team

Transforming Tesla's repair diagnostics, my team built a cutting-edge machine-learning tool. By recommending electrical connectors for test failures, we decreased repair time and costs by 20%. Proactively driving project direction and rapidly mastering machine learning, we delivered exceptional results.

Data Pipeline

Tech Stack

Shock analysis using MATLAB & Excel on the Vehicle Dynamics team

I implemented a zone-based approach, generating shock environments for 50 spacecraft units and significantly improving efficiency. Additionally, I automated data visualizations in MATLAB, and presented to program managers, highlighting the project's impact on critical metrics like spacecraft risk levels.

Decreased risk level for hardware

Technologies

MATLAB

Excel