Clarity for Complex Systems
When the Stakes Are High

I design complex product workflows, AI-enabled experiences, and scalable interfaces—bringing research, strategy, and high-fidelity execution together to turn ambiguity into products people can actually use.

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About Me

SELECTED WORK

  • Human-in-the-Loop AI Systems

    • Enterprise AI Workflows • Human-Centered AI Product Design •

    Designing human-in-the-loop workflows for complex compliance decisions.

    View case study

  • Digital Product & Service Design

    Systems Strategy • National Service Design • Executive Alignment

    Research-led product design for a high-stakes search and discovery experience.

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  • Digital Product Modernization

    AI-Driven Design • User-Focused Optimization • Digital Transformation

    Optimizing complex legacy systems and around discoverability, engagement, and scale.

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Impact Snapshot

Outcomes reflecting improved system performance, adoption, and decision clarity under real-world constraints.

15+

Years of Complex
Systems Leadership

UX strategy, research, and systems design across enterprise, regulated, and high-constraint environments.

Millions

Enterprise-Scale Impact

Designing digital products and services used at national and enterprise scale, with measurable gains in engagement and access.

1st

Research & Governance Leadership

Built and launched a new UX research program, creating repeatable frameworks for teams to use at scale.

120 Days

Rapid Delivery Under Constraint

Led a high-visibility redesign from strategy to launch in 120 days—balancing accessibility, complexity, and a fixed deadline.

Selected Organizations & Platforms

Trusted by enterprises operating in complex, high-stakes environments:

• U.S. Dept of Labor •

• Oxford University Press •

• Condé Nast •

• New York Times •

• Everyday Health •

Where I Add Value

I lead UX strategy and design for complex systems where usability, governance, and operational realities must work together.

Most teams don’t struggle because of interface execution.

They struggle because systems, workflows, and priorities are misaligned.

  • Product direction does not reflect operational reality

  • Systems and content structures fail to support real usage patterns

  • Teams make product decisions without shared operational clarity

I identify where systems break down across workflows, teams, and constraints, and turn that into clear, buildable product direction.

How I Operate

I’m typically brought in when the problem is ambiguous, the stakes are high, and teams need clarity fast.

I help teams define what should be built, align stakeholders around that direction, and reduce risk before execution begins.

In practice, my role tends to include:

  • Defining product direction and system-level priorities under real-world constraints.

  • Aligning leadership, engineering, and delivery teams around executable priorities.

  • Turning research and operational insight into decision-ready direction.

  • Integrating AI to improve discovery, decision-making, and workflow efficiency without compromising trust or accessibility.

  • Applying human-in-the-loop and validation-driven design to AI-enabled systems.

Handwritten notes for website flow diagram. Includes words like homepage, search, FAQ, topics, jobs, agencies, results, FCA, and notes on content structure and flow.
Protoype for AI integration for enhanced digital modernization: optimized government forms repository with in-page AI-driven faceted search and user-controlled filtering

Connecting system architecture, user workflows, and interface design to deliver structured, accessible, and scalable product experiences.

Core Competencies

System-Level UX Leadership for Complex, High-Stakes Products

    • Human-in-the-loop AI systems designed for reliability, validation, and control.

    • Workflow design for AI-enabled systems operating under real-world constraints.

    • Governance, validation, and content operations frameworks for complex platforms.

    • Governance-aware, compliant research strategies for complex environments.

    • Mixed-method research design from planning through synthesis.

    • Translating insights into decision-ready recommendations and system direction.

    • End-to-end service and workflow design across complex systems.

    • Cross-functional alignment across product, engineering, policy, and stakeholders.

    • Structuring systems for clarity, consistency, and long-term maintainability.

    • Accessibility-first design aligned to 508/WCAG standards.

    • Scalable design systems, patterns, and governance frameworks.

    • Maintaining system integrity across products, teams, and evolving requirements.

Connect & Collaborate

I’m open to conversations where clarity is needed and the stakes are real.

I work with teams navigating complex systems, product direction, and the realities that shape what can actually be built.

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