I design systems where every layer is transparent—like language models with readable intermediate states and modular Rust frameworks for genetic programming. My projects span Python, Go, and Rust, always pushing for clarity, parameter efficiency, and hands-on control from data to interface.
Explores whether language models can learn algorithms instead of memorizing patterns, pushing extreme parameter efficiency with every intermediate state readable as words—no embeddings or output projection. Languages: Python · Active
Template-driven CLI that converts structured resume data into polished PDFs, DOCX, HTML, LaTeX, and Markdown, featuring pluggable templates and multi-agent AI assessment. Built with Go and TeX for flexible, high-quality document generation. Stars: 11 · Languages: Go, TeX, HTML · Active
Production-grade Rust framework for Linear Genetic Programming research, supporting modular architecture, Q-Learning, and automated hyperparameter optimization for reinforcement learning and classification tasks. Stars: 3 · Languages: Rust, Shell · Active
Voice-driven coding extension for Neovim—speak your intent and see edits appear in your editor, powered by Lua and Rust integration. Stars: 1 · Languages: Lua, Rust, Vim Script · Active
Unified Go SDK and CLI for streaming AI agents, knowledge graphs, and RAG pipelines, enabling advanced AI workflows in a single toolkit. Languages: Go, Go Template, Shell · Active
All Projects
| Project | Description | Stars | Languages |
|---|---|---|---|
| teasr | Rust-based tool for capturing showcase screenshots and GIFs from web apps, desktop, and terminal—delivered as a single binary with no runtime dependencies. | - | Rust, HTML, Shell |
| github-insights | AI-powered CLI, npm package, and GitHub Action for generating SVG visualizations, project classification, and README summaries from GitHub profile metrics. | - | TypeScript, Shell |
| oag | Fast OpenAPI 3.x code generator for TypeScript, React/SWR, and FastAPI, offering zero runtime dependencies and first-class SSE streaming support. | - | Rust, Jinja, Shell |
| sr | AI-powered release engineering CLI that automates the path from commit to release, featuring zero-config defaults and full customization. | - | Rust, Jinja, Shell |
| agentspec | Universal agent skill and sub-agent manager with a terminal UI, written in Rust for orchestrating complex agent behaviors. | - | Rust, Shell |
| dotfiles | Modern dotfiles managed with Chezmoi and Nix for instant environment setup on macOS and Linux, including Neovim, Tmux, and Zsh configurations. | 2 | Shell, Lua, Go Template |
| embed-src | CLI, Rust crate, and GitHub Action for embedding source files into any text file using comment markers, streamlining code documentation and sharing. | 1 | Rust, Python, Shell |
| Project | Description | Stars | Languages |
|---|---|---|---|
| mnemonist | Open ecosystem for tool-agnostic AI agent memory, providing reusable Rust and Python components for persistent agent state. | 1 | Rust, Python, Shell |
| gymnasia | Pure Rust implementation of OpenAI Gymnasium environments, enabling reinforcement learning research without Python dependencies. | - | Rust, Shell |
| zigbee-skill | AI-native smart home skill enabling direct control of Zigbee devices by AI agents—no cloud or hub required, written in Go. | - | Go, Shell, Just |
| streamsafe | Type-safe async pipeline framework for data processing in Rust, designed for robust and scalable workflows. | - | Rust, Shell, Just |
| Project | Description | Stars | Languages |
|---|---|---|---|
| urmzd.com | Personal website, blog, and research portfolio built with Astro, React, and Three.js, serving as a showcase for web and interactive 3D technologies. | 1 | TypeScript, MDX, Astro |
| languide | Scenario-based language guides built from markdown, generating communication-focused PDFs with full Unicode and CJK support. | - | Shell |
| urmzd | GitHub profile README for personal branding and project highlights. | - | - |
| Project | Description | Stars | Languages |
|---|---|---|---|
| generative-artifact-protocol | Open standard for token-efficient artifact updates and streaming, featuring a Rust apply engine and Python evaluation framework. | - | Python, Rust, Go |
Last generated on 2026-04-10 using @urmzd/github-insights