Case study archive

Selected work across Revit automation, BIM, and software delivery

A closer look at the automation tools, BIM workflows, and technical scripts behind the service offering.

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Project archive

Representative Experience

Structured as case studies so each project reads like a real technical engagement rather than a service tile.

Revit automation scripts for sheet management and BIM workflows
Python Revit API WinForms UI

Revit Automation

Multi-Script Revit Automation Suite

A collection of Python scripts that automate high-friction BIM administration tasks across sheet setup, view organization, annotation management, and model coordination.

Scope Sheet creation and cleanup, view renaming, annotation updates, viewport placement, and coordinate comparison across linked models.
Stack Python, Revit API, and Windows Forms for guided checkbox-based user input.
Approach Each script targets a specific production bottleneck and enforces project standards automatically — no manual step-through required.
Why it matters Reduces hours of repetitive BIM setup to a consistent, guided process that works the same way every time.
Structural BIM coordination and review workflows
Structural BIM Revit Bluebeam

Structural BIM & Coordination

Structural BIM Delivery and Coordination

End-to-end structural BIM work covering model-based design documentation, multi-discipline coordination, and standards-driven delivery.

Deliverables Structural drawings, coordination models, and review-ready documentation packages.
Stack Revit, Navisworks, ReCap, and Bluebeam.
Focus Standards-driven documentation, clash review, and multi-discipline coordination.
Why it matters Provides the practical BIM production foundation that makes automation and QA tooling meaningful.
Workflow automation connecting business systems via API
Python REST API Scheduling

Workflow Automation

Cross-System Workflow Automation

Automated pipelines that connect business tools, eliminate manual handoffs, and keep data in sync across platforms without custom integrations or per-seat fees.

Scope Trigger-based automations between CRMs, project management tools, file systems, and reporting platforms.
Stack Python scripts, REST APIs, scheduled task runners, and webhook listeners.
Approach Map the manual process first, identify every handoff point, then replace each with a reliable automated step.
Why it matters Teams stop losing time to copy-paste and status updates — the system handles it on a schedule.
Website development for technical and professional service businesses
HTML / CSS JavaScript Azure Static

Website Development

Fast, Professional Business Websites

Lightweight, performant websites for engineering firms and technical service providers who need a credible online presence without an agency retainer.

Deliverables Full site build — responsive layout, SEO metadata, contact forms, and production deployment.
Stack Semantic HTML, CSS design system, vanilla JS, deployed via Azure Static Web Apps or Netlify.
Approach No bloated frameworks or CMS lock-in — clean code, fast load times, and easy to maintain.
Why it matters A site that loads fast, reads clearly, and passes Core Web Vitals builds trust before any conversation starts.
AI business integration with language models and document intelligence
OpenAI API Python RAG

AI Business Integration

AI-Powered Document and Data Assistants

Custom AI tooling that connects language models to business documents, internal data, and existing workflows — so teams get answers from their own content, not generic training data.

Scope Document Q&A, automated report summarization, specification review assistants, and data extraction pipelines.
Stack OpenAI API, Python, vector stores, and retrieval-augmented generation (RAG) patterns.
Approach Start with a defined use case and a clean data source — then build the smallest reliable system that solves it.
Why it matters AI that works on your documents and your data gives real leverage instead of generic output.
Custom software tools and internal dashboards for technical teams
Python Desktop UI Data Export

Software & Tool Development

Internal Tools and Custom Software

Purpose-built desktop utilities, dashboards, and data tools for engineering teams that need software built around their process — not the other way around.

Scope Desktop GUIs, batch data processors, file converters, QA dashboards, and report generators.
Stack Python with tkinter or WinForms for desktop, plus pandas, openpyxl, and SQLite for data handling.
Approach Define the input, output, and the manual steps in between — then replace the manual steps with software.
Why it matters Off-the-shelf software rarely fits a specialized workflow. A custom tool that does exactly what your team needs saves hours every week.

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