Hands-on across research, workflows, and high-fidelity execution. Making AI and complex platforms usable, reliable, and governable.
Clarity for Complex Systems
When the Stakes Are High
From public infrastructure to enterprise product platforms, I design and align complex systems, turning ambiguity into defensible, actionable product direction.
Impact Snapshot
Outcomes reflecting improved system performance, adoption, and decision clarity under real-world constraints.
15+
Years leading UX for complex, enterprise-scale platforms
Millions
Users impacted through strategic modernization and product direction
+30%
Growth in reach and engagement under fixed delivery constraints
AI+
Integrated AI-supported workflows and accessibility governance into production systems
Selected Organizations & Platforms
Trusted by organizations operating in complex, high-stakes environments:
• U.S. Department of Labor •
• Oxford University Press •
• Condé Nast •
• The 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.
Selected work demonstrating end-to-end product design across complex, real-world constraints.
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Human-in-the-Loop AI Systems
Designed and defined system-level AI workflows in regulated environments, balancing efficiency, auditability, and long-term reliability.
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EBSA Lost & Found Portal
Led end-to-end UX design for a national, high-stakes product where accuracy, accessibility, and data governance drive adoption and trust.
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Digital Product Modernization
Modernized legacy digital products into accessible, AI-supported systems, designing automation-ready workflows for scalable delivery.
How I Operate
I’m typically brought in when the problem is ambiguous, the stakes are high, and teams need clarity fast.
I’m typically brought in when product direction is unclear, teams are misaligned, or operational complexity is slowing execution.
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.
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
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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.
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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.
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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.
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Accessibility-first design aligned to 508/WCAG standards.
Scalable design systems, patterns, and governance frameworks.
Maintaining system integrity across products, teams, and evolving requirements.