Andrew Loo

Andrew Loo

PM. Builder. Recovering physicist.

Foolishly building things at the edge of AI, XR, and curiosity.

Get in Touch

About Me

I'm Andrew, an ex-physicist turned product manager who has a compulsive habit to tinker. Most days, you'll find me talking to customers or engineers and quietly wondering if there's a better, simpler way to do things. Off the clock, I'm either stuck on a math brain teaser, trying to cook the perfect French omelette, or debating whether "just one more" side project (or hobby) is a good idea.

I like to think my edge is equal parts curiosity, structure, and the willingness to get my hands dirty—whether I'm debugging a data platform or learned the next card magic trick that will make me the next David Blaine.

Andrew Loo

Projects

A selection of projects that showcase my experience in product management and my journey into AI and XR technologies.

Featured Projects

Restaurant at the End of the Universe – AI Menu MVP
Side Project
Restaurant at the End of the Universe – AI Menu MVP
Built an AI-powered restaurant menu generator (Node.js + OpenAI/DALL·E) in a two-week sprint. Prioritized UX and fast iteration.

Impact: Rapid prototyping showcase demonstrating AI integration capabilities

AI
Anvyl Supply Chain AI/ML Integration
Work
Anvyl Supply Chain AI/ML Integration
Led integration of AI/ML into a core order management platform, increasing recurring usage by 20%.

Impact: 20% increase in recurring platform usage through intelligent automation

AI
Product
Dota 2 RAG Chatbot
Side Project
Dota 2 RAG Chatbot
Wrote and published a guide on using RAG to enable chat with Dota 2 hero data.

Impact: Educational content demonstrating practical RAG implementation

AI
Walmart.com – Order Management System Redesign
Work
Walmart.com – Order Management System Redesign
Owned and rebuilt the MVP for Walmart.com's core order management system, used by 100+ associates to fulfill $50M+ in inventory.

Impact: Enabled efficient restocking of all 1P SKUs across Walmart.com and Jet.com

Product

All Projects

Restaurant at the End of the Universe – AI Menu MVP
Side Project
Restaurant at the End of the Universe – AI Menu MVP
Built an AI-powered restaurant menu generator (Node.js + OpenAI/DALL·E) in a two-week sprint. Prioritized UX and fast iteration.
AI
Anvyl Supply Chain AI/ML Integration
Work
Anvyl Supply Chain AI/ML Integration
Led integration of AI/ML into a core order management platform, increasing recurring usage by 20%.
AI
Product
Dota 2 RAG Chatbot
Side Project
Dota 2 RAG Chatbot
Wrote and published a guide on using RAG to enable chat with Dota 2 hero data.
AI
Walmart.com – Order Management System Redesign
Work
Walmart.com – Order Management System Redesign
Owned and rebuilt the MVP for Walmart.com's core order management system, used by 100+ associates to fulfill $50M+ in inventory.
Product

Product Mindset

My approach and core principles as a product manager, shaped by experience and a healthy dose of curiosity.

Simplicity over cleverness

but never at the cost of usability: I value clear, intuitive design. Creativity or minimalism is only an improvement if it makes life easier for users.

Curiosity as a superpower

I'm known for asking too many questions and that's a feature, not a bug.

In the weeds, but self-aware

I love going deep, but know it can be a double-edged sword. Overanalysis is a risk I work to manage.

Connect the dots

I draw on lessons from science, art, and everywhere else. The best product ideas usually come from cross-pollinating worlds.

Human-centric teams

Great teams are built through understanding. I'll always invest in learning my teammate's "love language"—how they think and communicate best.

Observe, don't just ask

I love watching how real people use a product. We learn most from watching how users actually behave, not just what they say they want.

Great ideas can come from anyone

Like Chef Gusteau in Ratatouille said, "Anyone can cook." I believe anyone can spark or spot a great product idea.

Success means alignment

Data matters, but only if everyone agrees on what "winning" looks like before we start. Shifting targets mid-flight helps no one.

Product Breakdowns

Deep dives into products I find interesting, analyzing what makes them tick and what we can learn from their approach.

Bee AI

Onboarding and retention lessons from a next-gen writing assistant.

Snipd

Audio UX that powers microlearning habits.

Gumloop

Viral mechanics and feedback loops in GenAI playgrounds.

More breakdowns coming soon. Follow me on LinkedIn for the latest updates.

Beyond Product

The interests and experiences that shape my perspective as a product manager—from astrophysics research to underwater exploration.

Published Astrophysics Researcher

Published 2016

Columbia Physics alumnus with research published in The Astrophysical Journal

A Search for Very High-Energy Gamma Rays from the Missing Link Binary Pulsar J1023+0038 with VERITAS

Scuba Diver

Adventure

Exploring underwater worlds across the globe

Dived in Hawaii, Iceland, and Bali

Avid Skier

Ikon Pass

Chasing powder from the Alps to the Rockies

Whistler, Mont Tremblant, Palisades Tahoe, Zermatt • Ikon Pass holder

Classical Pianist

Classical

Finding harmony between music and product thinking

Years of classical training in precision and expression

Card Magic Enthusiast

Learning

Learning the art of sleight of hand and storytelling

Because the best products, like magic, make the impossible feel effortless

Aspiring Chef

Iterating

Perfecting the art of cooking through iteration and feedback

Currently obsessed with mastering the perfect French omelette

Audiophile

Collector

Obsessed with the perfect sound experience

10 different headphones and 2 headphone amplifiers (and counting)

These diverse experiences inform how I approach product challenges—whether it's the precision of scientific research, the patience of learning new skills, or the curiosity that drives exploration both underwater and in product discovery.

Get In Touch

Interested in working together or have a question? Feel free to reach out!

Contact Information
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