Expertise

Design judgment. Engineering depth. Product ownership.

I work across the full arc of a product — definition, information architecture, interface design, system architecture, implementation, testing, deployment, and iteration. These are the six areas where I go deep.

Two tracks cross the same eight phases of building a product — product definition, information architecture, interface design, system architecture, implementation, testing, deployment, iteration — named once in a band between them. The upper track, as usually built with a specialist per phase, is eight separate bars with seven numbered breaks; each break is a measured void, and from each a dotted line drops to a small ring: the context that leaks at every handoff. The lower track is the same arc drawn as one unbroken blue bar from concept to production, its seven transitions marked but none of them a break. An axis below runs from handoffs 0 to 7 and is pinned at 0, marked one owner.

01

AI systems

Designing multi-agent pipelines that produce trustworthy, inspectable output.

  • Agent orchestration and message-bus architectures
  • LLM integration across Claude, GPT, and Gemini
  • Streaming interfaces and structured outputs
  • Retrieval and research workflows
  • Safety layers and anti-hallucination sourcing
  • Human-centered AI interfaces

02

Product engineering

Full-stack SaaS from product definition through deployment and monitoring.

  • Product definition and information architecture
  • Full-stack architecture and API design
  • Authentication and protected data
  • Databases: PostgreSQL, Redis, SQLite
  • SaaS entitlements and billing
  • Deployment, CI/CD, and monitoring

03

Enterprise web

WordPress at scale — architected, governed, and often headless.

  • Multisite architecture and governance
  • Custom plugins, themes, and Gutenberg blocks
  • Headless WordPress with React / Next.js front ends
  • REST and GraphQL integrations
  • Content modeling with ACF and custom post types
  • Migrations, caching, and security

04

Accessibility & design systems

Interfaces that work for every reader, built on typographic rigor.

  • WCAG 2.2 AA development
  • Semantic HTML and keyboard interaction
  • Screen-reader support and low-vision design
  • Typography and readable type systems
  • Design tokens and component systems
  • The Universal Web research program

05

Data & geospatial systems

Spatial and data-intensive applications, from sensor to map.

  • GIS and remote sensing
  • Mapping and data visualization
  • Regulatory and public datasets
  • Spatial analysis and interpretation
  • Geophysical survey data pipelines
  • Field-collected and telemetry data

06

Prototyping & technical strategy

Turning ambiguous problems into working systems, fast.

  • Rapid product prototypes
  • Architecture evaluation and audits
  • Claude Code and AI-assisted workflows
  • System modernization
  • Technical strategy and roadmapping
  • Cross-disciplinary problem solving

Have a problem that spans several of these?

The hardest products live between disciplines. That intersection is where I do my best work.

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