Workshop
here are some of my featured projects and repositories I've been currently working on.

A lightweight reverse proxy that passively scores the intent of every incoming HTTP request using behavioral signals — rate, crawl patterns, and header anomalies — to silently tarpit or block bot traffic without CAPTCHAs, JS challenges, or third-party services.

Models 40 years of Gulf of Mexico hypoxic dead zone data, tracing the causal chain from Midwest agriculture to ocean oxygen collapse.

A Flask API serving random Calvin and Hobbes quotes as JSON, built for easy integration into projects that need a touch of whimsy.
A calorie deficit visualizer that makes the math of weight loss visceral and concrete — showing the full mountain, how far you've climbed, and when you'll reach the top.
Models multi-layered environmental dependencies—dead zones, food webs, and atmospheric drift—to predict how local structural collapses cascade across global ecological boundaries.
Interactive visualization of stopping-time landscapes for the Collatz Conjecture, with original research angles on sequence behavior.
A ground-up implementation of a Redis-compatible in-memory key-value store written in C.
A Rust implementation of the AWK text-processing language, rebuilding the core pattern-action model from scratch with modern memory safety guarantees.


