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Cai Toy

Design Engineer

26 years · AI Platforms at enterprise scale

caitoy.comcai@artasce.com+1 801 557 3894linkedin.com/in/cai-toyLehi, UT (open to remote)

At Halliburton I run two enterprise platforms at once: lead architect on the AI Code Generation initiative — an AI agent fleet that shipped a data-product marketplace to 1,000+ users in worldwide production — and UX lead on Enterprise Practice Management, modernizing ahead of a forced vendor migration. Both run the same way: an agentic SDLC where AI delivers the code across fanned-out lanes and multiple fleets, while I own the experience layer, the component library, and the human-in-the-loop gates it passes through. A production architecture, not one-off projects — one design-system core (tokens → primitives → components) across many apps, verified at the real layer. Building for the web since 1999, with 12 years of enterprise design systems at Henry Schein before the AI layer.

Experience

Halliburton

Oct 2022 – Present

AI Solutions Architect

Lehi, UT (remote)

  • UX lead on Enterprise Practice Management — modernizing ahead of a forced vendor migration on an agentic SDLC: AI produces the code, I own the experience layer and the gate.
  • Lead architect on the AI Code Generation initiative — one architect conducting an AI agent fleet to design, build, and ship production AI solutions.
  • Designed and built the UI/UX for an enterprise data-product marketplace shipped to worldwide internal production — Figma through production React/Next.js.
  • Created design systems from the ground up (tokens → primitives → components) with Storybook trust dashboards and Figma-to-code parity.
  • Pioneered a spec-driven agentic SDLC — fanned-out agent lanes across multiple fleets, human-in-the-loop gates, and a judge agent separate from the builder; leadership's model for AI-native delivery.
  • Owned and architected Azure-based AI/LLM pipelines for Fortune 500 drilling operations.

Henry Schein One

Jan 2010 – Oct 2022

Senior Software Engineer II → III

American Fork, UT · 12-year tenure

  • Owned and architected enterprise design systems adopted company-wide — component libraries, design tokens, documentation standards.
  • Set and maintained accessibility standards (WCAG) and interaction patterns across multiple product lines.
  • Led front-end architecture and UX engineering initiatives for scalable, consistent UI.
  • Mentored junior developers; drove adoption of modern front-end and design-system best practices.
  • Built and maintained AWS WordPress multisite infrastructure supporting 500+ dental and medical practices.

Expertise

Front-end / React, Vue, Next.js, TypeScript, Tailwind CSS, GSAP / motion, Responsive & accessible UI

Design systems / Design tokens, Component libraries, Storybook, Figma → code (Code Connect), Atomic / primitives-up, Theming & brand systems

AI / agentic / Claude / Anthropic, Gemini, Local LLMs (MLX/vLLM), Multi-agent orchestration, RAG pipelines, Spec-driven AI workflows

Mobile & web / Flutter, Firebase, WordPress, Shopify, E-commerce

Platform / Git / GitHub, Azure, Databricks, REST APIs, Design-to-code workflows

Education

Bachelor of Arts, Architecture

University of Maryland, College Park, MD