Hi.
I'm Keywon.
I design interactions
that empower people
as systems recognize intent.
AI-powered focus management for automotive UI
User Goal Awareness
Focal Point UI Design
Cross-Device Continuity
Current Task
Visual Focus
Current Task
vs.
Visual Focus
by user goal hierarchy
Cross-surface goal transfer
Role & impact
Impact
Defined and prioritized interaction frameworks for an on-device AI context engine serving 500M+ global users across mobile and automotive UX.
My Role
Solo researcher & designer → Team lead
System Solution
User goal-aware mobility framework
1
Trip as a Goal
2
Goal State Continuity
3
Intelligent UI Stack
Signals
User Goal Model
UI Expression
Physical computing platform & interaction grammar
Object Detection
Gesture Vocabulary
Instant Programming




























Gesture primitives and ML recognition
Grab
Release
Shake
Tilt
Swing
Thrust
Circle
Fan
Instant programming of physical objects
Copy-paste programming between objects
Creating interactive toys with OnObject








Making everyday objects interactive




Role & impact
Impact
MIT Media Lab research enabling everyday objects to become programmable interfaces; presented at ACM UIST and SHOWTIME events.
My Role
Solo researcher, designer & prototyper
System Solution
Gestural interaction grammar
1
Object Detection
2
Gesture Primitives
3
User Programming
N
Tag
V
Gesture
Response
Product overhaul & redesign with habit-forming growth strategy
New Value Proposition
Quantitative Validation
Activation & Growth Loop

Research-based new “fresh” value prop
“Optimal for immediate consumption”










Brand Promise
Multiple definitions
Main Feature
Fresh showcase
User Problem
What's on the menu?
Discovery
Menu-based bundles
UX Audit
Cart confusion
Redesign
Single-cart UX
Mental Model
24-hour cycle
Habit Loop
Meal-time delivery
Multiple definitions of “fresh”
Menu bundles increase discovery and cart size
Typical Cart
$31.28
Menu Bundle Cart
$50.40
Various discounts stack seamlessly in cart
Streamlined single-cart UX
Before
6 tabs
Disappearing items
Separated by sourcing
Separated by shipping

After
No tabs
All items visible
In-house fulfillment
One delivery channel

Value-prop aligned delivery UX
Before
24 slots
Choice paralysis
Emphasis on capability
Complicated logistics
After
4 slots
Meal time-based
Emphasis on user goals
Simplified logistics
Quantitative concept validation


Activation into core value prop



Habit-forming flows & triggers





Role & impact
Impact
Led complete redesign of a $120M grocery platform; clarified value proposition and secured executive approval for a projected ~61% cart increase.
My Role
UX Director & Project Lead
System Solution
Everything aligned with new “fresh” value prop
1
Value Prop Reframe
2
Cart Streamlining
3
Activation & Growth
Business Logic
Value Proposition
UX Logic
Growth design for regulated menopause care domain
High-Intent Target
Lifecycle System
Growth Design Library







Design library as growth engine












Clinical effiacy visualization






Strategic friction in acquisition
Lifecycle experiment designs & analytics



End-to-end growth work









Role & impact
Impact
Owned growth design for a series-A digital healthtech reinventing menopause care, resulting in 2x signups, 20%+ upgrades, 43% conversion in regulated domain.
My Role
Growth Design Lead
System Solution
Lifecycle system targeting high-intent users
1
Lifecycle Experiments
2
Strategic Friction
3
Growth Design Library
2x
+43%
+20%


































































