Problems shaped by constraints
I'm most interested in problems shaped by cognitive load, technical complexity, or high-stakes use, where familiar patterns stop working and tradeoffs are unavoidable.
Principal Product Designer
Victoria Rork
I design research-driven product systems for attention and discovery in complex environments.
Overview
Research to design
I focus on translating research into clear product direction, shaping interaction models, and helping teams make decisions that remain legible as products scale.
Domains
I've worked across neurotechnology, AI-assisted systems, accessibility, and platform software, partnering closely with product, engineering, and leadership teams.
Selected Work
Selected work reflecting product decisions made under real-world constraints.
iOS & macOS
Polaris Focus
Research-driven focus software. An alternative focus system replacing urgency with cognitive rhythm.
View case study
Web
Texas Ranches
Editorial-commerce platform. A scalable platform balancing editorial integrity, culture, and revenue.
View case study
iOS & Android
Neosensory
Neurotechnology sensory-substitution platform. Translating sound into touch through staged sensory learning.
View case study
Human–AI safety
Gia
Supporting riders without competing for their attention.
View case study