Selection work

Behind each of these is a moment where nothing made sense yet. Here is how it became something people use every day.

6,653 roles in, 46 worth seeing. The rest never touched my time.

2026

Job Search Agent: An AI Pipeline That Scans 86 Companies Every Morning

My job search, run by a system I designed: rules filter the volume, AI reads what remains, and the final call stays with me.

AI Workflow・Automation

6,653 roles in, 46 worth seeing. The rest never touched my time.

2026

Job Search Agent: An AI Pipeline That Scans 86 Companies Every Morning

My job search, run by a system I designed: rules filter the volume, AI reads what remains, and the final call stays with me.

AI Workflow・Automation

Launched in Q2 2024. Account managers moved from gut feel to signal-led prioritisation, and dormant VIP clients came back.

2024

AI-Enabled Advisory Platform for Private Banking

A private bank asked for a better client app. I relocated the problem to the account manager and designed the signal system behind their decisions.

0–1 Product・AI Chatbot

Launched in Q2 2024. Account managers moved from gut feel to signal-led prioritisation, and dormant VIP clients came back.

2024

AI-Enabled Advisory Platform for Private Banking

A private bank asked for a better client app. I relocated the problem to the account manager and designed the signal system behind their decisions.

0–1 Product・AI Chatbot

+15% retention, +20% AOV. The 2026 rebuild confirmed the architecture.

2023

A checkout architecture for Taiwan's leading grocery app

The brief said merge the cart. The real blocker was four incompatible logistics rules, so I designed a checkout that absorbs them. The client's 2026 rebuild confirmed the structure.

Checkout Architecture・UX Research

+15% retention, +20% AOV. The 2026 rebuild confirmed the architecture.

2023

A checkout architecture for Taiwan's leading grocery app

The brief said merge the cart. The real blocker was four incompatible logistics rules, so I designed a checkout that absorbs them. The client's 2026 rebuild confirmed the structure.

Checkout Architecture・UX Research

Fully built with one engineer in six months.

2025

Turning Ride Records into Maintenance Decisions

A rider-facing vehicle management tool that turns scattered maintenance records into decision signals.

0–1 Product・Rider Ops APP

Fully built with one engineer in six months.

2025

Turning Ride Records into Maintenance Decisions

A rider-facing vehicle management tool that turns scattered maintenance records into decision signals.

0–1 Product・Rider Ops APP