Scarred & Polished Portfolio
From personal passions to professional projects, these are the creations that got me tinkering, learning, and (hopefully) making a dent in the world. See below for the fruits of my labor, polished and not-so-polished alike.
Hierarchical Machine Learning Classification Tasks
A simple method for improving the quality of actionable machine learning classifications are made using a class taxonomy with thresholds
Tags
W&M: Tag Day
A front-end web development project for a charitable giving initiative for William & Mary.
Tags
FitnessJS
A Typescript library for physical fitness calculations
Tags
Harnessing X-Means Clustering and CIE2000 for Visually Striking Dominant Color Extraction
Discover how to harness the power of the X-Means clustering algorithm and CIE2000 color distance metric to accurately extract dominant colors from images. This advanced technique combines unsupervised machine learning with human color perception principles to generate visually appealing and representative color palettes. Perfect for data-driven design, image analysis, and computer vision applications. Dive into the world of color science and elevate your image processing skills with this comprehensive guide.
Tags