AEC Technology · BIM · AI Systems
AI + BIM Systems for Architecture
I build practical workflows that connect Revit, BIM standards, computational design, sustainability data, and AI into real project delivery.
18+ years across architecture, structural BIM, computational design, and AEC technology.
What I work on
AI + BIM systems for real project delivery
Practical systems that connect Revit, BIM standards, automation, model data, and AI into the workflows teams already use.
Systems
AI + Revit Systems
Production workflows that connect AI assistants to BIM context, Revit API tools, and firm-approved guardrails.
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Automation
BIM Automation + Standards
BEP automation, QA checks, templates, ACC/APS integrations, and delivery systems that make standards easier to follow.
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Speaking
Speaking + Workshops
Practical talks and workshops for teams trying to separate useful AEC AI from fragile demos.
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What I'm building
Active systems and research threads
AI + Sustainability in AEC
Exploring BIM sustainability, model validation, LEED documentation support, EDGE certification workflows, and sustainable design automation.
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AI + Revit Systems
Building safe, practical workflows that connect Revit, automation, MCP, and AI agents.
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Drawing QC + Model Validation
Using BIM data, automation, and AI-assisted review to improve project clarity and reduce repetitive checking.
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The Archive
Selected Projects
Designing Tall Buildings — Technical Illustration
Illustration for Sarkisian / SOM / Routledge
Moscone Center Expansion — BIM Coordination at Scale
Co-located BIM Coordination at SOM
AI → Revit: Prototype (2019) to Production Systems (2026)
A decade evolution from ML experiments to production BIM AI systems
Janet Echelman — Computational Sculpture Framing & Net Systems
Parametric Framing & Tensioned Net Systems
The Lab
Recent Writing
I Controlled Revit From My Phone by the Pool — Using Codex
From a pool in Bangkok I gave one spoken instruction to Codex on my phone, and the machine upstairs built two full Revit drawing sets — twelve issued sheets across two rooms — stamped the issuance, and updated the drawing register itself. Voice was the interface. The bridge did the work. Revit stayed the source of truth. Not fully headless yet — but the desk stopped being the bottleneck.
Deploying AI Across Every Revit User in a Global Practice
A practice-wide AI deployment in Revit is operational today across every workstation, every office, and every region the firm works on, with any AI client the firm chooses. Standards, framework, governance, and a method to scale across a global practice — the integration layer the industry is moving toward, already built, already deployed, already running.
Anthropic + Autodesk: Drawings In, Models Out
Anthropic and Autodesk partnered, and Claude is now inside Fusion. I tested it with a chair, a machine part, and a building floor plan, and cross-checked the part in Blender. The real use case isn't prompt-to-geometry. It's existing conditions.
Architecture + BIM
Revit API, APS, ACC, BEP automation
Computational Design
Python, parametric modeling, structural systems
AI + AEC
AlexNet, GANs (2016), AI-driven workflows