ML Engineer 路 Production AI Systems for Industrial Automation
ML engineer building production AI and automation systems for real industrial workflows. I ship document parsing, retrieval, LLM-assisted analysis, real-time file monitoring, and human-in-the-loop automation that runs under real-world constraints across Windows, Linux, and cloud.
- McQueenyML 路 Production HVAC estimating platform running daily on McQueeny Group's Windows servers. 5 manufacturer parsers, 195 scope templates, 419 tracked projects, an Ollama lifecycle analyzer, and a real-time R:\ drive watcher.
- CloudBooks 路 25-table multi-tenant Supabase SaaS with row-level security, Stripe feature-gated billing, BYOK AI insights, and QuickBooks Online OAuth2 sync. Live on Cloudflare Pages.
- adze-cad 路 Native AI assistant for SOLIDWORKS: an in-process COM add-in with an agentic loop and governed write tools. MIT licensed, v0.1.1 public beta.
- Project Ava 路 Personal AI operations hub with durable session continuity, agent orchestration, and a template framework across ten downstream projects. Tailscale-only.
- cortex-design 路 Local-first learning system fusing Obsidian authoring, FSRS spaced repetition, and ChromaDB semantic search over a curriculum engine.
- adze-fusion 路 AI integration with Autodesk Fusion 360 for the multi-CAD adze product line.
Python 路 FastAPI 路 TypeScript 路 React 路 C# / .NET COM interop 路 C/C++ 路 PostgreSQL / pgvector 路 Supabase 路 PyTorch 路 Docker 路 Tailscale
Focus: applied LLM systems, computer vision (YOLO), CAD automation, multi-tenant SaaS.