Hey. I design and build reliable software systems and tooling. Focused on explicit contracts, fault tolerance, and predictable behavior across the stack.

• Systems, Protocols & Hardware ▪ Fault-tolerant network clients, hardware-software integration, deterministic protocol FSMs, and high-throughput binary stream processing.
• Tooling, Runtimes & Optimization ▪ Algorithmic compute acceleration, declarative dependency & package management, application lifecycle automation, and compile-time verification.
• AI Systems & Integration ▪ Production LLM & VLM integration, structured schema enforcement, on-device/local vision inference, and resilient pre/post-processing workflows.
• Product Architecture & Web Platforms ▪ Production-grade applications, offline-first application design, reactive WebAssembly clients and dynamic edge asset delivery.

• MultiVC [Rust]

  ▲ High-performance instance launcher and runtime manager for VoxelCore.

  • Atomic state snapshots: Version updates never mutate running environments; supports instant rollback on failure.
  • Deduplicated cache: Content-addressable storage for shared core binaries and game assets across instances.
  • Hybrid runtime: Unified headless CLI engine alongside a responsive GUI in portable standalone mode.

• matroskin [Rust]

  ◈ Async, fault-tolerant client library for WhatsMiner ASICs.

  • Supervised actor model: Isolates physical TCP socket drops and reconnection logic within a dedicated Tokio actor.
  • Strict state machine: Enforces non-overlapping command-response lifecycles, replacing fragile raw socket polling.
  • Production-ready API: Typed command abstractions verified directly against physical mining hardware.

• SSS-rs [Rust · Leptos · Wasm]

  ◇ Zero-backend reactive developer portfolio and identity card generator.

  • Client-side execution: Compiles directly to WebAssembly with live reactive DOM updates and zero backend reliance (or use our cli for local dev or serving).
  • Template engine: Dynamic Jinja-like template expansion with real-time preview rendering in the browser.
  • Export pipeline: In-memory generation of optimized WebP, PNG, static HTML artifacts or token for gha.

• ◇ passutil-web [React · TypeScript · Python · Tailwind] — In-browser passport composer with WebP export and automated asset minification tooling.
• ▲ cirno [Rust] — Minimalist terminal startup injector. Sub-millisecond initialization, zero external dependencies, dual-language layout.
• ○ tee-morphosis [Rust] — Binary UV map parser and runtime skin reconstruction pipeline for DDNet. Eliminates unnecessary heap allocations during sprite decomposition.
• ○ cdn [Rust · Ohkami] — Edge asset distribution gateway. On-demand dynamic image transformation pipeline with disk-backed caching, serving 1,000+ active players.
• ○ zen-rs [Rust] — Compile-time verified markup & style engine. Enforces valid CSS semantics at compile-time, eliminating runtime styling errors across HTML, SVG, and PDF targets.
• ○ Minecraft-Dependency-Manager [Rust] (archived) — Staging updater for Minecraft server cores and plugins. Automates dependency sync with progress tracking, locking verified states in lock.toml for production deploy.

• tonometr [Rust · Telegram · Vision AI] — Telegram bot for blood pressure diary tracking powered by Vision AI photo analysis.