AI Q&A Bot
HOME DEPOT CANADA | 2025
AI-powered Q&A tool that helps customers quickly find product information and shop with confidence, driving +207% revenue per visit and +177 bps conversion.
AI Filter Assist
HOME DEPOT CANADA | 2025
AI-powered guided filters help users discover products by promoting the most relevant filters.
Webviews in App
HOME DEPOT CANADA | 2023-2024
Delivered a 25% relative lift in app penetration by bridging mobile web and app experiences via Webviews: reducing feature gaps, speeding up releases, and improving browse-to-buy journeys.
HomeClip App
CASE STUDY
A real estate app concept that connects home buyers and realtors: using “Clip” to capture interest, spark conversations, and simplify the search-to-contact journey.
LG U+ IoT
LG | 8 WEEKS
UX service & product design through user research and trend analysis: translating insights into service themes, product concepts, and real-world usage scenarios.
Hyundai AUI
HYUNDAI | 1 YEAR
Acoustic UI concept for Hyundai infotainment: reimagining in-car controls to reduce driver distraction using sound-based touch and scrub inputs













