I engineer systems where every layer is transparent and hackable—like streaming agent SDKs and modular genetic programming frameworks—with Rust, Go, and Python. My projects (saige, linear-gp) push for clarity, efficiency, and real-time control across the stack.
Explores whether language models can learn algorithms instead of memorizing patterns by pushing extreme parameter efficiency—350K params, no embedding, no output projection, every intermediate state readable as words. Languages: Python · Active
Template-driven CLI that transforms structured resume data into polished PDFs, DOCX, HTML, LaTeX, and Markdown, featuring pluggable templates and multi-agent AI assessment. Built in Go with extensive format support for professional resume generation. Stars: 12 · Languages: Go, TeX, HTML · Active
Production-grade Rust framework for Linear Genetic Programming research, offering modular architecture, Q-Learning integration, and automated hyperparameter optimization. Supports reinforcement learning and classification tasks for advanced ML experimentation. Stars: 3 · Languages: Rust · Active
Unified Go SDK and CLI for streaming AI agents, knowledge graphs, and retrieval-augmented generation (RAG) pipelines. Bridges AI workflows with knowledge graph infrastructure for advanced agent development. Stars: 1 · Languages: Go, Go Template · Active
Rust-based tool for capturing showcase screenshots and GIFs from web apps, desktop, and terminal in a single binary with no runtime dependencies. Simplifies visual documentation for developers. Languages: Rust, HTML · Active
All Projects
| Project | Description | Stars | Languages |
|---|---|---|---|
| generative-artifact-protocol | Open standard for token-efficient artifact updates and streaming, featuring a Rust apply engine and evaluation CLI. Enables efficient artifact management and streaming updates. | - | Rust, Python, Go |
| github-insights | AI-powered GitHub profile metrics tool offering SVG visualizations, project classification, and README generation. Available as a CLI, npm package, and GitHub Action. | - | TypeScript, Shell |
| oag | Fast OpenAPI 3.x code generator for TypeScript, React/SWR, and FastAPI with zero runtime dependencies and first-class SSE streaming support. Accelerates API client and server development. | - | Rust, Jinja |
| lazyspeak.nvim | Voice-driven coding extension for Neovim, enabling users to speak their intent and see edits appear in the editor. Built with Lua, Rust, and Vim Script for seamless integration. | 1 | Lua, Rust, Vim Script |
| sr | Release engineering CLI providing automated semantic versioning from conventional commits in a single static binary with zero runtime dependencies. Streamlines release workflows for developers. | - | Rust |
| agentspec | Universal agent skill and sub-agent manager with a terminal user interface, written in Rust. Simplifies orchestration and management of complex agent behaviors. | - | Rust |
| dotfiles | Modern dotfiles setup using Chezmoi and Nix for seamless environment bootstrapping on macOS and Linux. Includes Neovim, Tmux, Zsh, and specialized development shells. | 2 | Shell, Lua, Go Template |
| fsrc | CLI, crate, and GitHub Action for embedding source files into any text file using comment markers. Streamlines documentation and code sharing workflows. | 1 | Rust, Python |
| Project | Description | Stars | Languages |
|---|---|---|---|
| mnemonist | Open ecosystem for tool-agnostic AI agent memory, implemented in Rust and Python. Enables flexible memory management for AI agents across diverse platforms. | 2 | Rust, Python |
| gymnasia | Pure Rust implementation of OpenAI Gymnasium environments, enabling reinforcement learning research and experimentation in a safe, native ecosystem. | 1 | Rust |
| zigbee-skill | AI-native smart home skill enabling direct control of Zigbee devices by AI agents, with no cloud or hub required. Written in Go for privacy-focused automation. | - | Go, Shell, Just |
| streamsafe | Type-safe async pipeline framework for data processing in Rust, supporting robust and efficient data workflows. | - | Rust, Shell, Just |
| Project | Description | Stars | Languages |
|---|---|---|---|
| urmzd.com | Personal website, blog, and research portfolio built with Astro, React, and Three.js, showcasing interactive web technologies and modern frontend frameworks. | 1 | TypeScript, Astro, MDX |
| languide | Scenario-based language guides built from markdown, generating PDFs with full Unicode and CJK support. Focuses on communication-driven language learning. | - | - |
| urmzd | GitHub profile README repository, serving as a personal landing page and project showcase. | - | - |
Last generated on 2026-04-19 using @urmzd/github-insights