Projects
Designing with intent.
UX Research · AI Learning Systems · Human-AI Interaction
The solution introduces an in-context AI assistant that overlays real-time, step-by-step guidance within complex tools, reducing context switching and cognitive load while improving learning retention, task clarity, and user confidence through interactive, visual support.
Homie.AI
AI + Data Systems · Context-Aware Personalization · Explainable AI (XAI)
The solution introduces a personalized food decision engine that combines a knowledge graph with deterministic safety logic to evaluate products in real time, reducing decision friction while improving transparency, trust, and dietary alignment through explainable, user-specific insights.
Aro.AI
UX Design · CX Research · Human-AI Interaction
In a hematology triage environment strained by fragmented systems and high referral volumes, the Smart Hematology Triage System unifies patient context into a single AI-assisted workspace, cutting information-gathering time by ~40% to support faster, safer decisions.
Smart Triage Mayo Clinic
Product Design · Behavioral Design · Engagement Systems
A real-time campus engagement platform that enables spontaneous activity matching, event discovery, and live shuttle tracking to help students connect, participate, and feel a stronger sense of belonging on campus.
Uni-Verse
Product Design · AI Workflow Design · Agent Experience
AILO is a personal AI platform that lets users create and manage multiple domain-specific agents with memory, logic, and proactive behavior, bringing tasks, reminders, and insights into one unified system instead of scattered tools.
AILO - AI
Usability testing · Accessibility · Task Flows
Conducted a usability evaluation of the Cornish Pasty Co. website, uncovering key issues in menu discovery and ordering flow. Design changes improved task completion by ~35%, reduced ordering errors, and improved merchandise visibility, resulting in a clearer, lower-friction experience.
Cornish Pasty Co.
UX Research · Behavioral mapping · Micro-Interaction
Real-time, collaborative photo syncing inside Google Photos, eliminating manual uploads and reminders. By sharing photos in the moment, the feature addresses a documented 30-50% post-event photo sharing drop-off caused by delay, friction, and social hesitation.
LiveSync-
Google Photos
Motion-Based UX · Gamification · Wearable Integration
Reimagining meditation by integrating guided breathing with everyday physical activities, enabling mindfulness through movement. The experience aligns breath, rhythm, and sensory feedback to make mindfulness more accessible, engaging, and sustainable for dynamic lifestyles.
Active-Zen
