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

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.

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.

A Honda desktop app that turns a PowerPoint deck's Japanese speaker notes into an animation-faithful narrated video — putting a technical speech pipeline (SSML, pitch-accent control, animation-timed export) in the hands of non-technical staff.

A Claude Code skill that turns raw source material into brand-compliant, editable Honda decks via a five-phase multi-agent pipeline — so a non-designer generates a polished, on-brand deck from natural language without ever facing a blank slide.

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.

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.

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