From Signal to System

Building the future of human-centered AI.

I help teams turn ambiguity into clear product direction — leading research, strategy, and cross-functional alignment, and translating complex workflows and AI opportunities into systems people can understand, trust, and use.

Product design, strategy, and research leader with 15+ years across healthcare, enterprise SaaS, DevOps, telecom, entertainment, and public safety. I design, craft, and lead — building AI product experiences, intelligent workflows, and human-centered AI systems, while creating the research, design, and delivery practices that connect insight to outcomes.

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How I Work

Leading research, strategy, design, and team practices across complex product systems.

Research & Strategy

Turning discovery into product direction

I lead research programs that help teams move from open questions to confident product direction. Using customer interviews, contextual inquiry, behavioral analytics, concept validation, and AI-assisted synthesis, I surface validated problems before teams commit to a solution.

Systems Thinking

Designing for scale and complexity

I map workflows, roles, rules, and edge cases across complex systems. The goal is to give teams a clear model of the work so product decisions become easier to make, defend, and scale.

Human-Centered AI Design

AI experiences people can understand, evaluate, and trust

I lead strategy and design for decision-support tools, intelligent workflows, and human-in-the-loop experiences. Using live AI prototypes, I help teams test ideas earlier and align before engineering commitment.

Design Leadership

Building practices, not just products

I lead teams, mentor designers, and partner across product, engineering, and business stakeholders to shape product strategy and improve how work gets done. I build the research operations, design operations, and delivery practices that help teams move from insight to direction with more clarity, consistency, and momentum.

Featured Work

Selected product stories spanning research, strategy, AI product experiences, and AI-assisted delivery.

More Work

A broader look at the systems and experiences I've helped shape.

AT&T Self-Service Redesign
AT&T · Telecom · Consumer

Redesigning Online Self-Service at Scale

Research-led redesign of AT&T's primary support destination. +20% CSAT · 5–12% fewer support calls · +5M monthly visitors.

  • Information Architecture
  • Research-Led Design
  • Content Strategy
  • Consumer Scale
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AT&T FirstNet
AT&T FirstNet · Public Safety · Regulated Access

Designing Account Access for First Responders

Identity, registration, and account management for a secure public safety network. SUS 95 mobile · 1M+ subscribers · 10K+ agencies.

  • Enterprise Scale
  • Complex Workflow Design
  • Regulated Domain Design
  • Identity & Access
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Cartoon Network Member Services
Cartoon Network · Youth Platform · Regulated Identity

Building Regulated Identity Patterns for Children

COPPA-compliant identity and registration framework at scale. +15% registration · 9M+ users.

  • Regulated Domain Design
  • Design Systems
  • Information Architecture
  • Platform UX
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Project Exonaut
Cartoon Network · Gaming · Child-Safe Game Systems

Project Exonaut: Game UX & Child-Safe Systems

UX lead for a browser-based multiplayer game serving 9M+ users. Designed onboarding, character customization, player rewards, safe social features, and parent-approved purchase flows.

  • Consumer Gaming
  • Platform UX
  • Child-Safe Systems
  • COPPA Compliance
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Vendor Compliance Disputes Tool — violation inbox wireframe
The Home Depot · Supplier Operations · Dispute Workflow

Vendor Compliance Disputes Tool

Supplier-facing dispute workflow for contesting chargebacks within strict time windows, with documentation tracking, structured reasoning, and audit history.

  • Enterprise B2B
  • Complex Workflow Design
  • Cross-Functional Alignment
  • Information Architecture
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Lead Lift Management System — home dashboard wireframe
Apartment Finder · B2B Analytics · Advertising ROI

Lead Lift Management System

B2B analytics platform for multifamily advertisers. Lead source attribution, conversion visibility, and cost-per-lease tracking for property managers.

  • B2B Analytics
  • Decision Support
  • Product Metrics
  • Enterprise SaaS
View Project
Credentials & Continued Learning

Focused education in AI product design, UX research, and accessibility.

Stanford EngineeringUI/UX for AI Products · 2026
Nielsen Norman GroupUX Certificate · AI Specialty · 2025
W3CWCAG / 508 Accessibility · 2024