Hands-on strategic architecture and innovation across these platforms

Patented AI Innovator in Regulated Environments

Production Systems

  • Spark AI Platform: 50+ purpose-built enterprise tools across learning, productivity, sales, HR, and creative workflows. Saving millions in time, effort, and cost.
  • Enterprise RAG: Built and deployed in 1 month. Vendor quote was 6 months and over $250,000.
  • Multi-LLM orchestration: Routes tasks to the best model for the job and ensures agents have access to the right tools, data, and context. OpenAI, Anthropic, Google, and Perplexity unified under one layer.
  • Rapid prototyping: Critical projects delivered in hours, not months. Secured a $1M+ grant by building production web pages in under 4 hours.

Governance & Compliance

Built in, not bolted on. Custom tools with deep integrations into governance systems, ensuring adherence to the most current policies and regulations.

  • AI governance frameworks for a global automotive and aerospace standards organization
  • Data privacy architecture for sensitive engineering data
  • Patent holder (#11520470) for AI-powered UX systems
  • Co-authoring organizational AI and agentic governance policies and frameworks

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Professional Summary

AI and UX leader with 20+ years strategizing, leading, and building products where people and technology meet. Currently architecting generative AI innovation and building comprehensive agentic systems at SAE International, a global automotive and aerospace standards organization. Built several enterprise RAG platforms, created and deployed customizable AI assistants, deployed agentic AI swarms, shipped a Chrome extension to the Web Store. Patented strategist delivering in both regulated and unregulated environments.

Real-Time Agent Build

A simple demonstration of multi-agent collaboration. Three AI agents coordinate to build a landing page using real API calls and real-time orchestration. This is just a glimpse of what becomes possible with more complex agentic systems, from scheduled automation and regulatory compliance monitoring to full enterprise workflows, all built for safety and reliability in regulated environments.

multi-agent-output
Click "Build" to start the multi-agent workflow...

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Multi-Agent Orchestration in Production

This isn't a demo. It's one of the architecture patterns I use daily. Specialized AI agents collaborating autonomously to deliver production-grade systems at enterprise scale. Click the initialization button below to see the orchestration process in action.

AI ORCHESTRATION

The Agentic AI Spectrum

Most organizations confuse LLM tools with Agentic AI. The boundaries matter.

LLM Tools

  • • Conversational interfaces
  • • Knowledge retrieval
  • • Content generation

Click to expand

Copilots

  • • Contextual assistance
  • • Human-in-loop
  • • Augmentation focus

Click to expand

Workflows

  • • Multi-step automation
  • • Deterministic paths
  • • Process optimization

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Autonomous Agents

  • • Goal-driven behavior
  • • Self-correcting
  • • Minimal oversight

Click to expand

Technical Foundation

Hands-on experience across all modern AI stacks

LLMs & Embeddings

  • • Production deployment across OpenAI, Anthropic, and Google model families
  • • Custom embedding models for domain-specific search
  • • Prompt engineering at enterprise scale
OpenAIAnthropicGoogle

RAG & Vector DBs

  • • Built enterprise RAG system (Google Vertex AI)
  • • Advanced vector search for enterprise knowledge bases
  • • Hybrid search (semantic + keyword)
Vertex AIEmbeddingsVector Search

Agent Orchestration

  • • Production-grade multi-agent orchestration at enterprise scale
  • • Deterministic vs probabilistic agent design
  • • Real-time agent coordination and handoffs
Multi-AgentOrchestrationAutonomous

The Journey

From Flash Animator Pioneer in the late 90s to Enterprise AI Strategy today. New York City government work including 9-11 emergency response. 8 years leading AI innovation at SAE International, a global automotive and aerospace standards organization. Each chapter built on the last: creativity, scale, regulation, and now artificial intelligence and powerful agentic workflows all operating at the enterprise edge.

Career Highlights

SAE International (2017-Present) - Principal UX Designer & AI - Enterprise AI platform, RAG system, AI governance, patent

DDI (2013-2017) - UX/UI Design Lead - Mobile strategy, enterprise CMS

NYC ACS (2005-2013) - Webmaster & Sr. Manager - NYC Excellence in Technology award, systems serving millions

NYC DOITT (2001-2005) - Web Design Consultant - 9/11 emergency response, thanked twice by Mayor

Microsoft/Advanced Learning (1999-2000) - Flash Animator - Windows Server 2000, Galway Ireland

Key Projects

Spark AI Platform

Production

Enterprise AI hub for global standards organization. Multiple LLMs, custom tools, governance framework.

Enterprise RAG System

Production

Built in 1 month for approximately $4K versus external quote of 3-6 months at $250K. Google Vertex AI.

Multi-Agent Orchestration

Active

Personal AI system with persistent memory, heartbeat monitoring, voice synthesis, and autonomous sub-agent spawning.

VIP Chrome Extension

Published

Voice and vision AI-powered Chrome extension. Published in Chrome Web Store.

AI Governance Framework

Complete

Comprehensive AI governance documentation for SAE International.

Patent: UI for Digital Standards

Granted

Patent #11520470. Novel user interface for interacting with digital engineering standards.

Impact Metrics

20+
Years
Experience
8
Years
AI Leadership
Global
Standards
Organization
10-11
Concurrent
AI Projects
99.9%
Uptime
Enterprise SLA
<1 Month
RAG Deploy
vs 6mo estimate
1
Patent
Innovation
$5M+
Protected
Enterprise Value