My Projects

A collection of work spanning AI products, experience design, and engineering.

Honda — internal product
AI Product Design

Safety Driving Education System

An end-to-end AI platform that personalises driver education through psychometric profiling — 19 screens from DSQ assessment to AI-led lessons to e-certification. Aimed at halving traffic fatalities by 2030.

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Honda — internal product
Conversational AI Engineering

Bilingual AI Safety Companion

Cloned a real expert's personality into a bilingual cycling-safety AI — 54+ behavioral traits modeled via multimodal analysis, hybrid Graph+Vector RAG, voice cloning, and real-time avatar integration.

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Chatter Platter — wordmark logo
★ Dean's List
Experience Design

Chatter Platter

A tabletop storytelling card game + AI system that turns ordinary mealtimes into meaningful family bonding — 122% longer meals, 150+ exchanges per session. Best Thesis Award, Keio University.

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Spotify Karaoke Party Room feature concept
UI/UX Design

Spotify Karaoke Party Room

A conceptual Spotify feature for live remote karaoke sessions — designed with full Design Thinking methodology during COVID-19 lockdowns. 80.5% usability success rate across 9 tasks.

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In-Pipe Inspection Robot — CAD renders front, side, and isometric views
Industrial B2B Design

In-Pipe Inspection Robot

A 3D-printed pipeline inspection robot for Pertamina’s oil infrastructure — published academic paper, under $500 prototype cost vs. $50,000+ commercial systems.

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