IT - CAD - Applied AI Engineer
I design local LLM agentic processes and Model Context Protocol servers that connect natural language to complex software APIs — from parametric CAD engines to ERP data pipelines.
01 · About
I'm an Applied AI Engineer and systems architect building intelligent automation for manufacturing, CAD, and operations. I design local LLM agents and Model Context Protocol servers that connect natural language to complex software APIs.
A background that spans IT and SQL Server infrastructure, BI and ERP data integration, endpoint security investigations, and running a solo mechanical CAD consultancy. I bridge industrial software, business stakeholders, and AI tooling.
10+
Years Exp.
5
Major Systems
17+
MCP Tools
02 · Projects
A handful of things I've built or shipped.
AI assistant that drives a CAD platforms via natural language using a local LLM, custom MCP server with 17+ tools, and .NET interop. Features a RAG database of 200+ API documents for grounded tool selection. AutoCAD, Solidworks, CadQuery, HiCAD.
Manufacturing intelligence and BI architecture connecting the company ERP to operational dashboards. Mapped SQL Server production topology, designed read-only reporting views, and deployed Docker dev environments when needed.
Saw a Reddit challenge: someone posted a tough 2D drawing and asked if anyone could model it. Couldn't resist. Converted it to a full 3D model and shared it via Autodesk Viewer — and couldn't help inscribing CADCOLABS.COM on all three sides of the flange.
Parametric spiral staircase modeled in AutoCAD. Full 3D geometry — stringers, treads, and handrail — ready for fabrication. Spin it around in the viewer.
03 · Experience
2023 – Present
Applied AI Engineer & Systems Architect
Mullets Aluminum Products, Inc. · Designing local LLM agents, MCP integrations, and RAG database knowledge systems. Building FastAPI operational dashboards and SQL Server BI architecture for manufacturing intelligence.
Current2020 – 2023
Founder & Principal Engineer
CADcoLabs · Solo mechanical CAD consultancy delivering fabrication-ready aluminum structures. Built a parametric CAD model viewer and managed full client lifecycle from consultation to final delivery.
3 yrs2018 – 2020
Technical Operations & Data Architecture
Manufacturing & Engineering Firms · Mapped ERP-to-BI data flows, built audit automation workflows, performed endpoint security investigations using PowerShell and RMM telemetry.
2 yrs