Featured Projects
Here are some of my recent projects demonstrating my technical abilities:
NCATS: Full Stack AI Research Application
Full stack research application built to organize the field of AI/ML into a taxonomized library based upon model similarity. Comparisons drawn from any model input including source code, weights & biases, & academic papers
Aircraft Classification from Satellite Imagery
An image classification project implemented with a CNN via PyTorch. Model evaluation yielded a 99% F1 score on test set of 10,000 images. Capabilities of the model were furthered by applying a sliding window over larger images, or scenes. This allowed the model to accurately evaluate large scenes directly from Google Earth images.
Portfolio Website
Ultra fast & responsive static webpage built via SvelteKit. Scores 100 on the Lighthouse Report across all categories: Performance, Accessibility, Best Practices & Search Engine Optimization. CI/CD pipeline facilitated via GitHub & Vercel