Workshop

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

Thunderhead

Thunderhead

Silent observation. no captchas. no cloudflare.

activefeatured

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.

Gonet/httphttputil.ReverseProxyBubbleteaLipglossNext.jsDockerngrok
Verso

Verso

Tinder for books. Swipe right to build your shelf

activefeatured

A full-stack web app that lets you discover books through a swipe-based interface, tracking preferences by genre and preventing duplicate cards.

Next.js 15TypeScriptTailwind CSSFramer MotionClerkNeonPrismaPostgreSQL
Lacunae

Lacunae

Reconstructing what the scanner never collected

activefeatured

A U-Net model that reconstructs diagnostically useful MRI images from undersampled k-space data, reducing scan time without sacrificing image quality.

PythonPyTorch
Dead Zones on a Clock

Dead Zones on a Clock

Tracing oxygen collapse back to a cornfield

completedfeatured

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

Pythonscikit-learnxarraycartopy
Terraseed

Terraseed

30 years of climate data, one planting score

activefeatured

Predicts optimal planting windows for any location on Earth using 30 years of ERA5 climate data and a composite scoring model.

PythonPlotly Dashscikit-learnxarray
Calvin & Hobbes Quote API

Calvin & Hobbes Quote API

Philosophy from a six-year-old, on demand

completed

A Flask API serving random Calvin and Hobbes quotes as JSON, built for easy integration into projects that need a touch of whimsy.

PythonFlask

funes

Your machine's memory, queryable.

activefeatured

A local CLI tool that indexes your files, notes, and terminal history into a vector database, allowing you to query your past work using natural language.

RustOllamaSQLitecargoTokio

Ember

Not a calorie tracker. a deficit visualizer.

activefeatured

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.

Next.js 15TypeScriptTailwind CSSshadcn/uiClerkNeonPrismaPostgreSQL

Gaia

Cross-domain cascade failure prediction in ecological systems

activefeatured

Models multi-layered environmental dependencies—dead zones, food webs, and atmospheric drift—to predict how local structural collapses cascade across global ecological boundaries.

PythonNetworkXPyTorch GeometricxarrayGeoPandas

Precursor

If oil moves, does energy follow? quantifying the lag.

activefeatured

Investigates whether commodity momentum statistically precedes sector equity momentum using Granger causality, VAR modeling, and a signal-based backtest.

Pythonpandasstatsmodelsnetworkxyfinancematplotlibseaborn

Collatz Conjecture Explorer

Nobody has proved it. here's what it looks like

active

Interactive visualization of stopping-time landscapes for the Collatz Conjecture, with original research angles on sequence behavior.

RustWebAssemblyTypeScriptViteCanvas APIWeb Workers

creduce

Hadoop is overkill. built it anyway, from scratch.

active

A MapReduce engine built from scratch in C — no Hadoop, no JVM. Full map-shuffle-reduce pipeline with a pthreads worker pool, verified on 217k key-value pairs.

CpthreadsMakeGCC

Custom Redis

Redis, from scratch, in C.

completed

A ground-up implementation of a Redis-compatible in-memory key-value store written in C.

CPOSIX socketsRESP protocolMake

GNU AWK in rust

awk, rewritten in Rust, without the archaeology

active

A Rust implementation of the AWK text-processing language, rebuilding the core pattern-action model from scratch with modern memory safety guarantees.

Rust