15 Years in Architecture.
Now Building the Tools.
I got tired of watching talented architects waste hours on tasks a machine should handle. So I started building the automation the industry needs.
The Story
I spent 15 years producing construction documents, coordinating BIM models, and managing Revit standards for architecture firms. Commercial projects, residential, mixed-use, hospitality — the full range.
The pattern was always the same: talented architects spending 60% of their time on repetitive documentation tasks. Creating sheets one by one. Copying view templates manually. Checking code compliance by hand. Hours of work that added zero design value.
So I made a pivot. Instead of using the tools, I started building them. First Dynamo scripts. Then pyRevit extensions. Then full C# Revit add-ins. Then I connected AI to the whole thing.
Today, BIM Ops Studio builds tools that let an architect say “create the CD set” and have it actually happen. The Professional Sheet Creator does in 2 minutes what used to take 4 hours. RevitMCPBridge gives AI full read-write access to Revit models through 705+ API endpoints — the first open-source bridge of its kind.
I build for the architects and engineers who don't want to learn Python. They just want the tedious parts to disappear.
What I Build
Revit API Development
Custom add-ins in C# and Python. WPF/DockablePane UIs inside Revit. pyRevit extensions and Dynamo scripts for production workflows. Named pipe bridges for real-time external application integration.
AI Integration for BIM
Classification systems that analyze BIM element properties and suggest categorizations. ML models with confidence scoring and human-in-the-loop review. Natural language interfaces for Revit operations.
Production Automation
Tools that turn hours of manual work into minutes. Sheet creation, view placement, annotation, code compliance checking, drawing set assembly. Tested with real architecture firms on real projects.
Tech Stack
Revit Integration
- Revit API (C#)2024–2026
- .NET / WPFDockablePane UIs
- pyRevitExtensions
- DynamoScripts
AI / ML
- Claude APILLM Orchestration
- ClassificationBIM Elements
- NLPNatural Language
- MCPModel Context Protocol
Automation
- Named PipesReal-time Bridge
- MCP Servers17+ Custom
- CDPBrowser Automation
- Agent Framework50+ Agents
Web & Data
- TypeScriptNext.js
- PythonFull Stack
- SQLiteLocal Data
- Tailwind CSSUI
The Journey
Architecture Career Begins
Started working in architecture — construction documents, BIM coordination, Revit standards management across commercial and residential projects.
The Pivot
After 11 years of watching architects waste hours on repetitive tasks, started building automation tools. First Dynamo scripts and pyRevit extensions.
BIM Ops Studio Founded
Launched BIM Ops Studio. Accepted into the Autodesk Developer Network as Developer #USUS0234. Released View Preview Tool for free.
Products Ship
Professional Sheet Creator launches on the Autodesk App Store. Beta tested with 3 architecture firms — 95% time reduction in sheet creation. RevitMCPBridge development begins.
AI Meets Revit
RevitMCPBridge reaches 705+ endpoints — the first open-source bridge giving AI full read-write access to BIM models. Built 50+ AI agents for AEC workflows.
