CEO | Inventor of Clarion Trust Architecture, LEAP, & Multimodal Signal IP | 60% Faster Documentation, 28% Billing Lift | AI+Edge for Human-First, Data-Informed Care Across Payors, Families, Patients & Frontline Staff

2 patents

The Clarion semantic trust architecture layer in AI fuses real-world context, physical signals, and care intent using IRL to create a new class of interpretable AI infrastructure. It doesn’t just generate documentation—it anchors meaning in the moment, with everyone’s voice on the record.

Offering instruction and research fellowship on the psychology and design of artificial and human intelligence

Led research for enterprise clients using mixed-methods research and AI implementation. Mixed-effect modeling, HLM, SEM.

Walmart Global Tech - ERP Tool

Led sentiment analysis revealing 3.5x frustration ratio (95% CI: -3.2 to -1.4)

Reduced time to value: 9 months → 2 weeks

Delivered $5.6M annual savings

Decreased timeline tasks by 25%

Wells Fargo - AI Call Automation

Established ethical AI guidelines for routing systems

Reduced 600K daily escalations

Achieved 92% satisfaction

Drove $108K annual savings

Quality Care - Healthcare Hardware & SaaS

Implemented research framework in regulated environment

Increased engagement 60%

Improved retention 35%

Reduced AI costs 38%

Principal (director - level 7/7) ICfor UX research for AI-powered fashion personalization systems.

Conducted virtual research across demographics

Used R for statistical modeling of fashion preferences

Led GenAI-powered Virtual Stylist development

Improved recommendations 42%

Increased conversions 25%

Award: Most Innovative Retail Mode

Led UX research for financial technology platforms.

Optimized developer sandbox experience

Increased velocity 35%

Boosted sales leads 15%

Applied SQL/Python for interaction analysis