Custom Transformer Attention
Injects Link Grammar parses into BART's attention to test whether an explicit syntactic bias helps it summarize.
Building & learning
What I'm working on
I'm a computer science undergrad. Right now that means terminal tools for AI coding agents and a research project that feeds grammar parses into a transformer's attention. The code is below. I write up what I learn in the essays.
Projects
Skills Cabinet
A TypeScript terminal UI that finds every SKILL.md on your machine and installs skills for Codex, Claude Code, Antigravity, and Pi at once.
Graph Factory
A visual editor and CLI for AI coding workflows. Graphs save as YAML and export to Claude Code, Pi, OpenCode, or Codex config.
Study Timer TUI
A Rust terminal timer for study sessions. It keeps a log of each session.
