About

Navigate lines between probabilistic and deterministic.

I'm an applied AI product manager based in Hong Kong. I own products end to end: discovery, roadmap, pricing, GTM, and the AI workflow that ships the product, not just the spec for someone else to build.

01Timeline

From design to AI product management

Jun 2024 – present

Votee AIAI Product Manager

Own six AI products end to end: discovery, roadmap, GTM, pricing, and the monthly cross-product review.
Ran 50+ discovery sessions and drove company-wide adoption of AI-native workflows (Claude Code, MCP, agent swarms) to compress build cycles.
30+ enterprise AI engagements shipped for enterprise and government clients. Company-reported revenue attributed to the 6-product portfolio passed HK$10M over 12 months — self-reported, not independently audited, and portfolio-wide rather than any one product.

Jul 2022 – Jul 2023

Viu (PCCW)Product Designer

Owned the WCAG-accessible web and app design systems; shipped 30+ prototypes and flows.
Lifted business KPIs +23% via a 4-week, 8-variant A/B experiment; distilled 200+ research inputs across 7 APAC markets.

Jan 2021 – Jan 2022

EY – Mtel SolutionsUX/UI Designer

Designed two client AI projects (AR & ML for O+O) — user testing into 16+ shipped iterations.
A homepage revamp cut bounce rate 7.6%; a CTA A/B test lifted conversion 6%.

Nov 2019 – Jan 2021