Hong Kong · Product Manager · UX/UI Designer

I wear a…
hat.

I'm a UX/UI designer & product manager who consolidate ideas via Figma canvas and execute with AI Agents.

Being hands-on with both means: AI-native and standardised SaaS, enterprise and startups.

01Selected works

Three products, zero to market

Product direction and UX/UI decisions between AI-native, on-premises, and traditional SaaS.

Beever Atlas

Enterprise AI knowledge · 2026 — present

An open-source memory system that turns scattered team chat into a permanent, cited, permission-aware wiki.

  • 0→1 distribution across six MCP registries and >2 million leads size
  • v2 direction: cross-source memory spaces with RBAC
  • Go to market and narratives for multiple layers
AI MemoryGraph memorySemantic memoryMCPRAGRBACGo-to-Market
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Beever Atlas Q&A chat interface
V-Note Live dashboard

V-Note Suite

Cantonese meeting intelligence · 2025 — present

Transcription, speaker labels, and template-driven minutes — one edition inside the customer's firewall, one whose bot joins your cloud calls.

  • 0→1 launch with paying enterprise & government customers
  • Three major B2B channels: Alibaba, HKT, HK government sectors
  • On-premises enterprise edition & Cloud edition
ASRLLM SummariesOn-Prem & On CloudMCPPricing
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Xprop landing page

Xprop (大廈通)

PropTech / property management · 2024 — 2025

A Cantonese-speaking WhatsApp chatbot for tenants and front-line staff, backed by a portal with dashboards, ticketing, and AI document processing.

  • Touch-based discovery workshops with JLL
  • >30% cheaper than incumbents · 50,000-building market
  • Designed the whole shipping journey
PropTechWhatsApp BotManagement PlatformGTM
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02Where I've been

Design roots, product hands

Nov 2019 – Jan 2021

SoGroups Holdings

Associate

Marketing campaigns and branding for B2C e-commerce and B2B clients.

Jan 2021 – Jan 2022

EY – Mtel Solutions

UX/UI Designer

Improved two client AI projects (AR & ML for O+O) through user testing; 16+ shipped iterations.

Jul 2022 – Jul 2023

Viu (PCCW)

Product Designer

Lifted business KPIs +23% via a 4-week, 8-variant A/B experiment.

Jun 2024 – present

Votee AI

Product Manager

Six AI products as an innovation PM — roadmap, GTM, pricing, monthly cross-product review.

03How I work

Two worlds, one toolbox

I never dropped the spreadsheet to pick up the agent. The craft is knowing which half of the toolbox a problem actually needs.

The traditional half

The tools that never stopped earning their place.

  • ExcelAccessible for all AI-readiness teammates.

  • FigmaWhere I think through ideas and collab with teams.

  • NotionMy digital notebook, extra context source for AI Agents.

  • LinearPM platform for roadmaps, milestones, and issues.

  • JIRANo choice if we have to use. Enterprise standard.

  • MiroDiscovery workshops for design thinking, team sync.

  • FramerFast, shareable prototypes when a static web.

  • Adobe Creative SuiteBrand, print, and the graphic-design.

  • Optimal WorkshopRan Treejack tree-testing for UX study.

  • SlackTeam chat, and Slack came from a gaming company?!

  • TableauBI dashboard and funnels at a glance.

The AI-native half

The newer layer I keep folding into how I work.

  • Claude CodeMy day-to-day helpers.

  • CursorTread this as an IDE place for repos.

  • MCPConnect to different sources for AI Agents.

  • Beever AtlasEat-your-own-dog-food AI memory system.

  • PostHogProduct analytics for the things we shipped.

  • Storybook CLIDesign system integrated with AI workflows.

  • AWS CLILet CC help me deploy faster.

  • GWS CLILet CC acess my Google Workspace.

  • LovableQuick and handy prototype option.

  • PlaywrightBehavioural driven testing for our products.

  • LangfuseLLM observability. See what the models actually did.

  • OllamaEdge-device LLM let me work on planes. And free

04Recently around

Out of the building

  • Global Service Jam 2026HelperMar 2026
  • Lovable — She BuildsFacilitatorMar 2026
  • Votee — Vibe Design Thinking WorkshopMain HostApr 2026
  • AI Tinker — A2UI & AG-UI HackathonParticipantJun 2026

05Skills

The full inventory

Straight from the resume — languages, product craft, tooling, and the AI layer on top.

01

Languages

  • Cantonese (native)
  • English (fluent)
  • Mandarin (fluent)
02

Product

  • Product discovery
  • Product delivery
  • PMF experimentation
  • Roadmapping & prioritisation
  • Go-to-market
  • Metering pricing
  • Product analytics
  • Data-driven development
  • User flows & journeys
03

Product tooling

  • Linear
  • Notion
  • PostHog
  • Google Analytics
  • Tableau
  • JIRA
  • Miro
  • Figma
  • Storybook
  • Confluence
  • GitHub
  • Docker
  • Vercel
  • AWS CLI
  • GWS CLI
04

AI knowledge

  • AI agents
  • AI memory
  • LLM
  • Agent skills
  • A2A
  • MCP
  • RAG
  • Model metering
  • Agent swarms
  • ASR / TTS
  • Ollama
  • LM Studio
  • AG-UI
  • A2UI
  • AEO
05

Vibe-coding

  • Claude Code
  • Cursor
  • GitHub Actions
  • Oh-my-claudecode
  • Playwright
  • Lovable
  • v0
06

Coding

  • HTML
  • CSS
  • JavaScript
  • Python
  • React.js
  • React Native
  • Git
  • Mermaid