I design systems
that make adoption inevitable

Across products, teams,
and real-world systems.

Mazda hatchback product interface displayed on tablet for feature exploration

MAZDA • CONSUMER PRODUCTS

Motorshow Tablet Experience

Turning product exploration into conversion.

35%

Lead capture
across the event

25%

Test-drive
conversion rate

Person using self-service ticket kiosk for queue management in bank branch

Behavioral system • BCP • Banking

Turn Management System

Designing autonomous self-service at scale.

70%

Autonomous
self-service

87%

Manual input
preference

60%

Fewer
help requests

Multi-device interface showcasing scalable banking design system components

Product level • Mazda • Consumer products

Design System at Scale

Inconsistency wasn’t visual. It was systemic.

75%

28

Diagram illustrating behavioral archetypes and decision system patterns

FRAMEWORK • DESIGN DECISION SYSTEMS

Behavioral Translation Systems

Translating behavioral patterns into design decisions.

Research
Translation

Behavioral
Context

Observable
Impact

Abstract visualization of design system adoption evolving from guidance to organizational infrastructure through behavioral alignment and scalability.

BEHAVIORAL MODEL • DESIGN SYSTEMS

Design System Adoption Model

A behavioral model for transforming design systems into organizational infrastructure.

Behavioral
Adoption

System
Alignment

Different industries,
same behavioral pattern.
‍
I design systems
that shape behavior.