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Steel-tech/README.md

About Me

I'm the Founder of StructuPath.AI and Owner of Flawless Steel Welding, an AISC-certified steel fabrication company in Denver, CO.

Here's the difference: I don't build AI solutions from a laptop in a coffee shop. I build them from the shop floor, the job site, and the office where payroll has to hit every Friday. Real scars. Real tears. Real solutions.

At Flawless Steel Welding, I've built and deployed production systems for onboarding, safety, HR, bidding, and quality management β€” because I needed them to run my business. Every app I've built has been battle-tested with real employees, real deadlines, and real money on the line.

Now, through StructuPath.AI, I'm bringing that same approach to other businesses. If you're a contractor, fabricator, or small business owner who's tired of generic software that doesn't understand your industry β€” let's talk.

I'm also building a DGX AI Lab to power custom AI infrastructure β€” serious compute for serious automation.

80+ active projects across steel bidding, construction management, HR systems, and multi-agent AI architectures.


Technical Stack

Languages & Frameworks

AI & Machine Learning

Local AI & Infrastructure

Databases & Infrastructure

Tools & Platforms


Featured Projects

Typing SVG


Production Apps @ Flawless Steel Welding

These apps run my company every day. If they break, I lose money. That's the difference.

πŸš€ FSW Onboard

Employee Onboarding System

Get new ironworkers productive from day one. Structured onboarding that covers safety, certifications, equipment, and company procedures β€” no more chaos on first days.

  • πŸ“‹ Digital onboarding checklists with progress tracking
  • πŸŽ“ Certification verification & expiration alerts
  • πŸ“± Mobile-first for field accessibility
  • πŸ” Role-based access (Welder, Fitter, Foreman, Admin)
  • πŸ“Š Completion analytics & bottleneck identification

Next.js 15 Prisma PostgreSQL Tailwind

πŸ¦… Hawkeye

Safety Coordinator Platform

Named for the vigilance required on every job site. Comprehensive safety management that keeps OSHA happy and our crew safe.

  • ⚠️ Real-time incident reporting & tracking
  • πŸ“ Digital JSA (Job Safety Analysis) forms
  • πŸ” Safety inspection checklists with photo documentation
  • πŸ“… Training schedule & certification tracking
  • πŸ“ˆ Safety metrics dashboard & trend analysis

Next.js 15 React 19 Prisma S3 WebSocket

πŸ‘₯ FSW HR

Human Resources Management

Everything HR for a steel fabrication shop β€” from hire to retire. Built for the unique needs of construction workforce management.

  • πŸ“„ Digital employee records & document management
  • ⏰ Time tracking integrated with payroll
  • πŸ₯ Benefits enrollment & PTO management
  • πŸ“Š Crew scheduling & availability tracking
  • πŸ”” Automated reminders for cert renewals, reviews

Next.js 15 NextAuth v5 Prisma PostgreSQL

⚑ SteelMind

AI-Powered Steel Bidding SDK

Transform RFQs into winning bids in minutes, not days. The AI brain behind our estimating workflow.

  • πŸ“§ Auto-detect RFQs from email inbox
  • πŸ“ Extract quantities from PDF blueprints
  • πŸ’° AISC-compliant cost calculations
  • πŸ“Š Generate complete bid proposals
  • πŸ—οΈ Union rates + equipment + labor estimation

Python FastAPI Claude AI pdfplumber

AI & Automation Platforms

🏭 FSW QMS AI System

AI-Powered Quality Management System

AISC-certified QMS transformed with AI. Search 8,554+ documents with natural language. Audit prep reduced from 2 weeks to 2 hours.

  • πŸ” Natural language document search
  • πŸ€– AI-powered answers with source citations
  • πŸ“ Auto-fill forms using historical data
  • ⚠️ Compliance alerts and deadline tracking

Next.js 15 FastAPI Claude 3.5 ChromaDB RAG

🎯 Steel Estimating Suite

Multi-Agent Estimation System

Three interconnected platforms for steel estimation β€” from email to bid proposal. 366+ features across 6 major epics.

πŸ“§ RFQ Detection β†’ πŸ“ Blueprint Extraction β†’ πŸ’° Cost Engine
                          ↓
            πŸ“Š Proposal Generator β†’ 🀝 CRM Integration

Python crewAI Node.js PostgreSQL Claude AI

πŸ“‹ Iron Task 726

Construction Documentation System

Built by ironworkers, for ironworkers. Smart tagging, multi-language support, AI-powered reports.

  • πŸ“Έ Dual camera capture with auto-organization
  • 🌐 Real-time translation for crew communication
  • πŸ“Š AI-generated progress reports & daily logs
  • πŸ” Role-based access with audit trails

Next.js 14 Fastify PostgreSQL WebSocket MinIO

πŸ€– Multi-Agent Orchestration

Production-Ready Agent Platform

Full-stack platform for orchestrating multiple Claude Code agents at scale. Powers the DGX AI Lab.

  • 🌐 Real-time WebSocket streaming
  • πŸ—„οΈ PostgreSQL event persistence
  • πŸ’° Automatic cost tracking per agent
  • πŸ“Š Comprehensive observability

Python PostgreSQL Claude Agent SDK

πŸ–₯️ DGX AI Lab

On-Premise AI Infrastructure

Enterprise-grade AI without cloud dependency. Private, fast, unlimited. Running serious compute for serious automation.

  • πŸ”₯ NVIDIA DGX Station for local LLM hosting
  • πŸ¦™ Ollama for rapid model deployment & switching
  • πŸ” Air-gapped AI for sensitive business data
  • ⚑ Sub-100ms inference for real-time apps
  • πŸ’° Zero API costs at scale β€” run unlimited queries
  • 🧠 70B+ parameter models running locally

NVIDIA DGX Ollama CUDA 12 vLLM Local LLMs Linux

🎨 Vue 3 Template Builders

Dynamic Form & Document Systems

Visual builders for construction documentation. Drag-and-drop interfaces that generate production-ready forms and reports.

  • 🧩 Drag-and-drop component architecture
  • πŸ“‹ Dynamic form generation from schemas
  • πŸ”„ Real-time preview with hot reload
  • πŸ“€ Export to PDF, print, or integrate via API
  • 🎯 Type-safe with full TypeScript support
  • ⚑ Composition API + Pinia state management

Vue 3 TypeScript Composition API Pinia Tailwind


Domain Expertise

Steel Fabrication Construction AI/ML Systems Trades Tech
AISC Compliance Project Management Multi-Agent Orchestration Small Business Automation
Cost Estimation Documentation & QMS RAG & LLM Integration Workflow Tools
Bidding Workflows Safety & Compliance Agent Development Industry-Specific Software

Current Focus

Area Status
StructuPath.AI Deploying AI solutions for contractors & small businesses
DGX AI Lab Building compute infrastructure for AI Operating System
Flawless Steel Welding Running production apps (Onboard, Hawkeye, HR, QMS)
Multi-Agent Systems Orchestration platforms for construction automation

StructuPath.AI



AI Solutions for Those Who Build Real Things

The Problem

You're not a tech company. You're a builder. A contractor. A fabricator. A trades business owner. A developer who wants to create software for people who work with their hands.

Every AI solution out there is built for Silicon Valley β€” not for the shop floor, the job site, or the service truck.

That changes now.

The Solution

I run a steel fabrication company. I've built AI systems that handle real problems β€” onboarding crews, tracking safety, managing HR, winning bids. Battle-tested with real money on the line.

Now through StructuPath.AI, I'm helping others build the same.

Services

Service What You Get
AI Strategy Sessions ROI-focused roadmap, no buzzwords
Custom AI Solutions Built for YOUR industry workflows
AI Agent Development Autonomous systems that actually work
Team Training Practical skills, not academic theory
Dev Partnerships Build AI products for trades together

Who This Is For

  • Contractors & Fabricators β€” Bidding, scheduling, safety, documentation
  • Small Business Owners β€” HR, operations, customer automation
  • Trades & Service Businesses β€” Quoting, dispatch, inventory
  • Developers for the Trades β€” Build AI products for blue-collar industries
  • Anyone Who Builds Real Things β€” If you're tired of generic software

The Difference

"I don't sell software I wouldn't use myself. Every solution is based on systems running in production at my own company."


Let's Connect



"I don't build software to impress β€” I build it to survive. Every app runs my company."


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