I build developer tools in Rust — and a dictionary for a script almost nobody can read anymore.

$ level = self-assessed capability, 1-5 · per-project tech is listed on each *PROJECT card below

• *PROJECT

  $ vexar — vexar.nvnv.app

  $# pid status stack

  001 Live 8

  A cockpit for running coding agents in parallel. Each session gets its own git worktree and terminal, so `claude`, `gemini` or `codex` work on separate branches at once without clobbering each other — then one screen to review the diff, read the findings and merge or discard. The merge gate runs on my own `pr-review-core` crate. Native Tauri app in Rust, ~10 MB signed and notarized, against 200 MB+ for an Electron equivalent.

  Rust · Tauri · Svelte · Git worktrees · MCP · Claude Code · Tokio · Tailwind

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• *PROJECT

  $ kaniscope — github.com/apps/kaniscope-ai-review

  $# pid status stack

  002 Live 6

  AI code review as a GitHub App and Marketplace Action, built on `pr-review-core`. Posts line-anchored inline findings plus a summary, with `/review`, `/ask` and `/describe` commands and an OSV.dev dependency CVE scan. Tuned for precision over volume: symbol-matched reanchoring for findings that drift off the diff, a skeptical self-critique pass, per-finding confidence thresholds, and a two-tier agentic mode that pairs a cheap exploration model with a stronger synthesis model. Measured, not assumed — a hand-verified corpus records what every review round got right, wrong and missed, scoring 80% precision across 34 rounds with false positives broken out by the severity they were filed at. Recall is deliberately not reported — a miss only enters the corpus once someone finds it later, so that column is a floor, not a rate. The harness has cut features of mine that didn't earn their keep.

  Rust · GitHub Actions · Claude · OpenRouter · tree-sitter · Evaluation

• *PROJECT

  $ pr-review-core — crates.io/crates/pr-review-core

  $# pid status stack

  003 Live 6

  The open engine underneath Kaniscope and Vexar's merge gate. A reusable Rust crate that pulls a PR diff, reviews it with a Claude model via OpenRouter, and posts inline comments anchored to the diff — against GitHub, GitLab or Bitbucket, with no org API key or admin rights needed. tree-sitter structural context across five languages, and a bench harness scoring precision and recall against a ground-truth corpus so changes can be measured. Published to crates.io and docs.rs.

  Rust · Claude · OpenRouter · tree-sitter · GitHub · Tokio

• *PROJECT

  $ whisgram — whisgram.nvnv.app

  $# pid status stack

  004 Live 9

  Commercial product built on my own open-source transcription engine (`video-transcriber-mcp-rs`, below), pulled in as a pinned submodule. Paste a video link and get AI study notes, an editable concept diagram, flashcards and a clickable timestamped transcript in about a minute — then ask questions across your whole library and get answers that cite the exact videos they came from. Whisper transcribes, Claude summarizes. Chrome side-panel extension plus web app, GPU workers on Modal, deployed on Fly.io, metered billing from $0.10 a video.

  Rust · Chrome MV3 · Modal · Fly.io · Claude · RAG · Supabase · Tokio · Docker

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• *PROJECT

  $ video-transcriber-mcp — crates.io/crates/video-transcriber-mcp

  $# pid status stack

  005 Live 5

  The open engine underneath Whisgram. Video transcription MCP server in Rust on whisper.cpp — 6x faster and 2.5x lighter on memory than the Python equivalent, 1000+ platforms via yt-dlp, 90+ languages, fully offline. Whisgram consumes it as a pinned submodule, so the engine stays public while the product stays private. Published to crates.io and Homebrew with prebuilt macOS, Linux and Windows binaries.

  Rust · whisper.cpp · MCP · Tokio · Homebrew

• *PROJECT

  $ wincrust — crates.io/crates/wincrust

  $# pid status stack

  006 Live 6

  Windows desktop automation for coding agents, over MCP. Drives applications through UI Automation control patterns rather than screenshots — an action is a contract with a control, not a guess about pixels — and it refuses rather than guesses when a selector matches two things. One 7 MB Rust binary and seven narrow tools running elevated, where the Python equivalent loads 95 packages and 105 native modules into a process holding an admin token. OCR fallback for applications that draw their own interface and expose no UI tree at all. Published to crates.io with prebuilt Windows binaries.

  Rust · MCP · Windows · UI Automation · Tokio · OCR

• *PROJECT

  $ nom-na-viet — nomnaviet.com

  $# pid status stack

  007 Live 10

  Hán Nôm platform covering 27,900+ characters and 30+ classical texts. Eight ways to look up a character — text, handwriting, photo OCR, voice, semantic, radical — plus a handwriting recogniser trained in-house (PyTorch, exported to ONNX, benchmarked against the Columbia and Albert manuscript sets), manuscript OCR, readings in five languages, bidirectional Vietnamese ↔ Nôm conversion with LLM disambiguation, and spaced-repetition flashcards.

  Next.js · PostgreSQL · FastAPI · PyTorch · PaddleOCR · ONNX · LLM · Capacitor · Tailwind · Docker

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• *PROJECT

  $ simcel — simcel.io

  $# pid status stack

  008 Live 4

  Supply chain digital twin platform used by Fortune 500 pharmaceutical and consumer goods companies. Simulates promotions, disruptions, and market shifts. Built multi-channel planning, integrated KPIs, and carbon emission modeling features.

  Angular · TypeScript · Python · AI

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• *PROJECT

  $ jupiter-copilot

  $# pid status stack

  009 Live 8

  AI helpdesk assistant for CAE software. Uses LangChain/LangGraph with RAG for intelligent Q&A and automated code execution. Supports multiple LLMs (OpenAI, Ollama, Moonshot, Zhipu) with MCP integration.

  Python · LangChain · RAG · FastAPI · MCP · Qdrant · Redis · Docker

• *PROJECT

  $ cae-webviewer

  $# pid status stack

  010 Live 4

  3D/2D engineering model visualization for CAE/CAD. Upload models, view pre/post-processing results, pan/rotate/zoom - all in the browser. Built with WebGL, Ceetron SDK, and HOOPS Communicator.

  React · Rust · WebGL · Socket.io

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• *PROJECT

  $ digital-twin-project

  $# pid status stack

  011 Live 5

  Real-time ship structure monitoring app. View sensor data in tables, charts, 3D models, and route maps. Select date ranges, download PDF/Excel reports, and manage ship registrations.

  React · Rust · Go · PostgreSQL · Mapbox

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$ 11 projects defined · 8 with a public link

$ a1 = year role began · o1 = cumulative years of experience at that point