Workshop
here are some of my featured projects and repositories I've been currently working on.
groat
Every token counts.
A self-hosted LLM proxy that reduces API costs through semantic response caching and intelligent model routing, exposing a drop-in OpenAI-compatible endpoint with no application code changes.
Thunderhead
Silent observation. no captchas. no cloudflare.
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.
funes
Your machine's memory, queryable.
A privacy-first, local-only daemon CLI tool that that builds a semantic index of your development history and indexes your files, notes, and terminal history into a vector database, allowing you to query your past work using natural language.
verrere
Tinder for books. Swipe right to build your shelf
A full-stack book discovery platform built around a swipe-based interface. Browse personalized recommendations, build your reading list, and let the app learn your genre preferences while ensuring every recommendation is unique.
solace
Predicting wildfire spread, not just visualizing it.
A wildfire spread simulator implementing the Canadian Forest Fire Behaviour Prediction (FBP) System to model boreal forest fire growth from real weather, terrain, and fuel data, validated against the 2016 Fort McMurray wildfire.
Ember
Not a calorie tracker. a deficit visualizer.
A weight-loss planning tool that visualizes the math behind calorie deficits instead of simply logging meals. It adapts to your changing weight, estimates your daily energy expenditure, projects your goal date, and shows exactly how much activity or calorie reduction is needed to reach your target.
Terraseed
30 years of climate data, one planting score
Predicts optimal planting windows for any location on Earth using 30 years of ERA5 climate reanalysis data. A composite scoring model weighs historical temperature stability, precipitation, and frost risk to surface the best planting dates for a given crop and location.
Gaia
Cross-domain cascade failure prediction in ecological systems
Models multi-layered environmental dependencies-dead zones, food webs, and atmospheric drift-to predict how local structural collapses cascade across global ecological boundaries.
Calvin & Hobbes Quote API
Philosophy from a six-year-old, on demand
A lightweight Flask service that exposes a collection of Calvin and Hobbes quotes through a simple JSON API. Built for developers looking to integrate a little humor, nostalgia, and personality into their applications. Implemented in your application with a single HTTP request, no authentication required.
Collatz Conjecture Explorer
Nobody has proved it. here's what it looks like
Interactive visualization of stopping-time landscapes for the Collatz Conjecture, with original research angles on sequence behavior.
Custom Redis
Redis, from scratch, in C.
A ground-up implementation of a Redis-compatible in-memory key-value store written in C.
GNU AWK in rust
awk, rewritten in Rust, without the archaeology
A Rust implementation of the AWK text-processing language, rebuilding the core pattern-action model from scratch with modern memory safety guarantees.