Fast • Safe • Concurrent — Code with purpose, deploy with confidence

Proud USAF Veteran

• 🦀 Proud Rustacean building the next generation of high-performance systems
• 🚀 Maintaining Shimmy v1.9.0 - My flagship Python-free Rust inference server (3.5k ⭐ and growing!)
• 🎯 Contributing to ZIO ecosystem - Active PRs in zio/zio and zio/zio-http (Scala functional programming)
• 📸 Built CrabCamera v0.7.0 - Professional desktop camera + audio plugin for Tauri (134 ⭐)
• 🔤 Released ShimmyTok v0.7.1 - Pure Rust tokenizer for GGUF models, llama.cpp compatible
• 🎬 Built Muxide v0.2.0 - Pure Rust MP4 muxer, zero deps, no FFmpeg (48 ⭐)
• 🔐 Maintaining Gatewarden - Hardened Keygen.sh license validation for Rust
• 🛠️ Currently building Shimmy Console + a secret Rust inference library
• 💬 Ask me about Rust, Go, Scala, AI Infrastructure, Systems Architecture
• ⚡ Fun fact: Military precision meets Rust's memory safety guarantees
• 🎖️ Former 9/11 era Staff Sergeant, United States Air Force — 20+ years as a software engineer; devoted husband and father

Building the next generation of Rust-based AI tooling - Can't reveal everything yet, but big things coming in the LLM space! 🤫

The Privacy-First OpenAI Alternative - 5.1MB single-binary Rust inference server. 3.5k+ stars! Complete, live, and the Ollama alternative developers actually want. FREE forever, no asterisks.

Rust OpenAI Compatible GGUF Zero-Config 5MB Binary FREE Forever

Professional Desktop Camera + Audio Plugin - v0.7.0 Tauri plugin with MediaFoundation controls, synchronized A/V recording, auto-capture quality validation. 134 ⭐ and growing!

Rust Tauri Professional Controls Cross-Platform Production Ready 63 Tests

Pure Rust MP4 Muxer - Zero deps, no FFmpeg. Feed it encoded frames, get standards-compliant MP4. H.264, H.265, AV1, AAC, Opus.

Rust MP4 Muxer Video Zero Dependencies Standards Compliant

Real-Time Audio Kernel - v0.3.0 with 50+ DSP nodes, correct-by-construction graph execution, RT-safe processing. The foundation for next-generation audio applications.

Rust Real-Time Audio DSP 50+ Nodes RT-Safe Graph-Based

DSP Utilities Library - High-performance DSP building blocks for Auxide, including wavetables, windows, FFT utilities, and real-time safe algorithms.

Rust DSP Utilities FFT Wavetables Real-Time Safe

Database Freedom Platform - Live and serving retail redistributors. 27,000x faster than vector databases with SMT-powered mathematical search optimization across any database type.

Go SMT Solvers Database Agnostic Production Enterprise Clients

Visual management interface for Shimmy inference servers. Currently building the next-generation tooling for local AI development workflows.

Rust Tauri AI Tooling Coming Soon

Production-Ready AI Agent Framework - Built in Rust, 97% faster than Python alternatives. Complete framework for building AI-powered automation workflows.

Rust AI Agents Production Ready 97% Faster

Professional botanical cultivation database with AI-powered plant insights.

Rust AI Insights Data Model Open Source

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