I build research software, developer tools, and the occasional quantitative experiment. More code is available at github.com/hunterschep.

Selected projects

01

Kakarayan

Python / TypeScript / React / FastAPI / SQLite

The public search, learning, research, download, and API interface for FormosanBank. Kakarayan turns the canonical corpus into a searchable query model, research downloads, study tools, and release-scoped data services.

02

TAME-MT

Python / Rust / PyPI / Shell

A command-line tool and Python package for evaluating machine translation systems while accounting for the data on which they were trained.

03

Canvas LMS Codex Plugin

React / MCP / Canvas LMS / developer tooling

A plugin with custom skills and an MCP server for programmatic access to course data and Canvas LMS workflows.

04

March Madness 2026

Python / Elo / Gaussian GLM / XGBoost

A tournament prediction system combining season-reset Elo ratings, per-season Gaussian GLM team quality estimates, and XGBoost regression on point differential. Finished in the top 20% of submissions.

05

Kalshi trading bots

Python / automation / cloud deployment

Two autonomous trading bots that act on probability distributions of event outcomes. They run on an always-on Oracle compute instance with a live account balance.