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AreteDriver/README.md

James C. Young

Forward Deployed Software Engineer | AI Enablement | Operational Intelligence

17 years in manufacturing operations. Now I build the systems I wish existed when I was running shifts.


Portfolio — Operational Intelligence & AI Workflows

VDC Stack

Demonstrates: Multi-persona design, production deployment, operational embedding


Multi-agent AI orchestration framework

Coordinate specialized AI agents (Planner → Builder → Tester → Reviewer) across enterprise workflows. FastAPI backend, Streamlit dashboard, token/cost tracking.

Gorgon Stack

Demonstrates: AI workflow design, production instrumentation, agent coordination


Professional multi-boxing tool for EVE Online (Linux)

Real-time 30 FPS window previews, team management, auto-tiling layouts, EVE settings sync. 2,500+ downloads.

Argus Stack

Demonstrates: Desktop application development, performance optimization, user-facing tools


AI-powered meal planning PWA

Recipe generation from pantry ingredients, meal planning with macro tracking, offline-first architecture with IndexedDB sync.

ChefWise Stack

Demonstrates: Full-stack web development, PWA/offline patterns, subscription systems


Top-down arcade shooter in the EVE Online universe

4 faction campaigns, procedural audio synthesis, data-driven enemy AI, controller support.

EVE Rebellion Stack

Demonstrates: Game development, data-driven architecture, procedural content


Other Projects

Project Description
LikX Screenshot capture for Linux — X11/Wayland, OCR, cloud storage
SteamProtonHelper Proton/Wine repair utility with CLI + GUI
G13 Linux Logitech G13 driver for Linux
Razer Controls Razer peripherals control center for Linux

Technical Profile

Domain Technologies
Languages Python, Rust, TypeScript
AI/ML Claude API, OpenAI, LangChain, prompt engineering
Backend FastAPI, Flask, Firebase, PostgreSQL, SQLite
Frontend Streamlit, Next.js, React, PySide6/Qt
DevOps Docker, GitHub Actions, Linux administration
Specialty Operational systems, multi-persona design, offline-first architecture

AI Operating Model

Every AI system I build follows these principles:

Layer Implementation
Structured Outputs JSON schemas, Pydantic validation, typed responses
Safety Rails Input sanitization, content filtering, rate limiting
Retry/Fallback Exponential backoff, graceful degradation, circuit breakers
Telemetry Token usage, latency tracking, cost monitoring

Background

  • 17 years in manufacturing operations (Toyota)
  • Current: AI Enablement & Workflow Analyst — converting ad-hoc AI experiments into documented, repeatable workflows
  • Focus: Forward Deployed Software Engineering, Solutions Engineering, AI Enablement

Connect

Buy Me A Coffee


I build systems that give operators the visibility they need to make better decisions faster.

Pinned Loading

  1. LikX LikX Public

    Screenshot tool for Linux — capture, annotate, OCR, cloud upload. GTK3, 955 tests, X11/Wayland.

    Python 1

  2. Argus_Overview Argus_Overview Public

    Multi-window preview and management tool for EVE Online on Linux

    Python 2

  3. Chefwise Chefwise Public

    AI assisted Cooking/ Recipe creation/ Dietary - Mealplanning options/ Teaching - Coaching

    JavaScript 1

  4. SteamProtonHelper SteamProtonHelper Public

    Steam + Proton Helper app

    Python 1

  5. G13_Linux G13_Linux Public

    Logitech G13 Linux driver with macro support, RGB control, and LCD display management

    Python