Building systems,
not just projects.
25 years of professional kitchen discipline translated into precision engineering. I work in BIM/VDC coordination, build Python automation workflows, and am working toward a smart city research thesis — the Autonomous Urban Neural Network.
Discipline born in
fire and pressure.
Before I ever opened Revit, I spent 25 years building systems under conditions most engineers never face — mise en place, service pressure, and zero tolerance for failure. That background is not a footnote. It is the foundation.
Working in BIM/VDC coordination while systematically building Python skills to automate workflows, connect APIs, and process construction data. Every skill is deliberate. Nothing is accidental.
Working toward a smart city research thesis — the Autonomous Urban Neural Network — and targeting collaboration with HUST. The long game is in motion.
The kitchen taught me that systems either hold under pressure or they don't. There is no 'good enough' at 7 PM on a full house. Engineering is the same game — just with coordinates instead of plating.
Coordination, automation,
and construction intelligence.
My current work sits at the intersection of construction coordination, digital workflow design, and Python-based automation. I don't just model — I think about what the model is for and how to make it do more work.
BIM / VDC Coordination
3D model coordination, clash detection, and cross-discipline integration for construction projects. I work across architectural, structural, and MEP systems — ensuring models don't just exist, they actually function as construction intelligence. Every clash resolved before a shovel hits ground.
Python Automation
Building scripts that remove manual repetition from construction workflows — data extraction, API connections, report generation, and file processing. Learning to make the software do the work.
import pandas as pd
from bim_api import ClashClient
clashes = ClashClient.get_all()
df = pd.DataFrame(clashes)
df.to_excel("report.xlsx")
Workflow Design
Mapping construction data flows — from model to site, from coordination to handover. Designing processes that scale and don't depend on one person's memory.
Data & APIs
Connecting BIM platforms to external data sources. Autodesk Platform Services, REST APIs, structured data extraction, and automated reporting pipelines.
VDC Automation Services
Moving toward offering VDC automation services on Upwork and direct contracts — custom Python scripts for BIM workflows, clash automation, data extraction, and reporting. High-value, specialized work that most BIM professionals cannot deliver because they don't code. This is the monetization layer of the technical stack being built right now.
The Autonomous Urban
Neural Network.
My long-term research direction is an architecture for cities that can sense, reason, and adapt — not just collect data, but act intelligently on it. This is not a startup idea. It is a serious thesis-level technical project, and I am building the skills to own it.
Smart City / Digital Twin Research
Cities generate massive structural, environmental, and behavioral data. Current systems treat it as static record-keeping. AUNN treats it as a live, reasoning system — one that can anticipate, optimize, and respond.
HUST Research Collaboration
Targeting research collaboration with Huazhong University of Science and Technology (HUST), one of the leading institutions in smart infrastructure research. The AUNN thesis is the entry point into serious academic work.
BIM → Urban Intelligence
Every BIM project is a data-generating asset. The bridge between building intelligence and urban intelligence is the thread that runs through everything I am building — technically, professionally, and academically.
Proof of technical
depth and direction.
Not a checklist of software logos. A map of where I am and where I am going — with honest calibration of current depth and committed growth trajectory.
From learning to authority —
the deliberate path.
This is not a list of aspirations. It is an engineered sequence — each phase building the foundation for the next. The destination is clear. The work is in progress.
Foundation
Automation
Authority
Research
Serious work deserves
a serious conversation.
If you are working on construction automation, BIM/VDC coordination, digital twin research, or need Python-powered workflow automation — I want to hear from you. No recruiters. No generic inquiries. Just people building things that matter.