Computer Science × Mathematics × Machine Learning
William is a Junior pursuing a BS in Computer Science and Mathematics at UNC Chapel Hill. His research includes adversarial machine learning, vision-language model security, and satellite-economic analysis. His primary interests now are machine learning and the intersections of analysis and abstract algebra with computational methods. He loves talking about all things related to these fields. In his free time William enjoys designing redstone contraptions in technical Minecraft, tending his Stardew Valley farm, and listening to Pitcher 56 and Aphex Twin.
I built this site to reflect some of the design styles and aesthetics that resonate with me. Inspired by the abstract work of Aletiune, nine rendering layers stack from back to front forming a highly chaotic and variable scene. This portfolio runs on Next.js 16 with TypeScript, Tailwind CSS, and Zustand, rendering a multi-layered composition of canvas-drawn chrome strokes, drifting sky fragments, particle dust, and glitch artifacts at 60fps. A date-derived seed feeds a Mulberry32 pseudo-random number generator each day, deterministically driving the placement, curvature, and styling of every visual element so the composition stays consistent within a single day. When the date changes, the seed advances and the entire visual landscape regenerates, ensuring the site looks different every day while maintaining its cohesive aesthetic.
Duke University, Dept. of Anesthesiology
Argo
Aperture
Natural Sciences Computing Club
NSCC bridges the gap between traditional science education and the computational skills essential to modern research. We create computational models for natural sciences research, and our goal is to build a community where scientists confidently use code to advance their fields, cultivating the next generation of computationally fluent researchers ready to work at the intersection of data and discovery.
Visit site →UNC Student Government
Rebuilt the Executive Branch website from scratch, migrating off WordPress to a custom application on Red Hat OpenShift, and manage the full deployment pipeline including DNS, SSL/TLS, and cloud infrastructure.
Visit site →Undergraduate Research Conference at UNC
Designed the conference logo, built the event website, and manage the conference's full digital presence. The site serves as the primary platform for applicant outreach, event information, and sponsor engagement for a one-day research showcase in the Campus Union's Great Hall.
Visit site →Open to collaborations, research opportunities, and conversations about the future of computational design. Reach out — the best projects start with a message.
Designed & built with Next.js, TypeScript, and generative algorithms.
The compositions are generative and change daily.

Pure signal
The noise resolves. If something here resonated, open a channel.
© 2026 William Keffer — designed & built as a generative system