From My Resume
Undergraduate Research Lead | Orbital Debris Classification | Prescott, AZ | 2021
- Led research applying machine learning to high-resolution 3D scans of satellite impact debris, developing an innovative Orbital Debris model in collaboration with the Dean of Engineering, University Research Institute and NASA.
- Developed Algorithms in Rust to take point clouds from hi-res 3D scanners and convert them into solid body meshes to compute physical characteristics of debris fragments.
- Implemented advanced dimensionality reduction techniques in Julia that improved classification accuracy and speed by magnitudes over MATLAB.