I turn
ambiguity
clear direction.

I find the signals others miss — and build the strategy, teams, and products to chase them. Based in Singapore, building for APAC and the world.

user research product strategy 0→1 AI-native
what I've worked on ↓
scroll
about me
Sin Lee Loh
Singapore APAC + global Meta · APAC Labs
co-founder · UXPA Singapore

"I find the signals others miss — and build new ways of working to chase them."

I believe the most important design work happening right now isn't in the products — it's in how teams operate. Most organisations are still running on processes built for a different era. I'm interested in what comes next.

That means AI-native from the ground up — not as a tool bolted onto existing workflows, but as the operating layer that reshapes how we research, design, decide, and ship. Faster synthesis. Sharper insight. More human outcomes.

It means dissolving functional lines. Research, design, strategy, content — the best work I've led happens when those boundaries blur and everyone is oriented around the same signal.

And it means building borderlessly — with APAC as my lens and the world as the canvas. The most interesting signals right now are coming from markets most HQs haven't looked at yet.

Decorative fan Yellow flowers Banana tree Anatomical skull Mushrooms Hand bell
Latest Musings
Random thoughts
& writing
Lightbulb with flowers
Eye mirror
Cassette player
Spotify
playlist
Red lips
FUSECON
Oct 14–15 · Kuala Lumpur
Magazines
SG
UXPA Singapore
co-founder
What I've worked on
01

eBay GivingWorks Redesign

eBay · 2013–2015

Redesigned eBay's charitable giving platform — connecting buyers, sellers, and nonprofits at scale. Research-led from first principles.

UX research · redesign
02

Facebook Marketplace

Meta · 2015–2018

Identified buying and selling behaviour in Facebook Groups as an untapped platform opportunity. Research insight that became a product used by 1B+ people globally.

0→1 · research · product
03

Ads Verticals

Meta · 2018–2022

Led UX strategy across Meta's key advertising verticals — Travel, E-Commerce, Finance, Entertainment. Scaled ML-powered Dynamic Ads from experimental technology to several billion in revenue.

strategy · ML · scale
04

Facebook Live Commerce

Meta · 2022+

Led UX for Live Commerce across Southeast Asia — designing for creators and sellers in markets where live shopping was already a cultural behaviour.

APAC · commerce · 0→1
05

Meta AI Business Agent

Meta · 2023–2024

Started as a company hackathon win. Built the founding concept for Meta's AI Business Agent — now a flagship product helping millions of businesses connect with customers.

AI-native · 0→1 · hackathon → product
More in the bag
More in the bag...