Projects
The Drizzle Project
Navigating Seattle Rain Without Gear
My Role
UX Researcher
Product Designer
Team
UX Researcher (4)
Timeline
Sep 2025 - Dec 2025

Discovery and Define
User Surveys + Interviews

Rain Gear is Expensive
1/3 of the respondents spent less than $25 on rain gear, indicating the financial barriers to purchase higher quality rain gear.
User Personas



Ideate
Sketching



Develop
Prototypes
Overhang Model


Wireframes


Mid-Fidelity Prototype
Wizard-of-Oz Flow


Deliver and Test
Phase 1 testing
Process of mid fidelity usability testing
Key Testing Insights
Automation
Sideways Wind
Accounting for Scalability
The Final Product
The Drizzle Modular Overhang


Deployment process of overhang attachment on existing poles
Deployment process of overhang attachment on telescopic poles
Features
Specifications

The awning arm
that allows the retractibility
The overhead
two-sided clamp for better strength
The cover in which the overhang rolls into
Detent hinge allowing for 90° closing and opening






Measurements


115.25
6
42
36
80°
The Drizzle Companion App




Manual On/Off
Immediate Dispatch
Scheduled Service
Notification Filters

Challenges & Reflection
Challenges
Time Constraints
Validating physical infrastructure within academic timeline constraints without access to full-scale prototyping or weather simulation capabilities.
Limited Sample Size
Extracting actionable insights from limited participant pool (5 users) within compressed 15-20 minute testing sessions across three evaluation domains.
Models and Stress Tests
Balancing prototype fidelity limitations—1:15 scale model couldn't demonstrate wind resistance or mechanical stress, requiring reliance on hypothetical scenarios.
Inaccessibility to Stakeholders
Testing multi-sided platform without stakeholder access—designed maintenance staff app based on assumptions rather than direct workflow observation.
Reflections
01
Stakeholder Inclusion:
Omitting UW facilities staff from early research led to inaccurate workflow assumptions in the maintenance app, teaching us that every stakeholder, especially operational users, must be directly involved to build effective, multi-sided solutions.
02
Iterative Validation:
We realized the value of testing specific features (like QR code scan) before full integration and incorporating behavioral scenarios early to ensure richer, more reliable insights throughout testing.
03
Research Timing and Depth: We learned that the sequencing of research matters as much as its content, front-loading contextual inquiry and behavioral research enables faster iteration, preventing late-stage redesigns.

















