Wayfair Tech Blog

Wayfair intern Sachin Chhabra: 3 reasons why Wayfair is an “incredible” place for science interns

As a scientist at Wayfair, Sachin Chhabra is helping fulfill the company’s mission of enabling customers to create their own sense of home. To this end, Chhabra utilizes state of the art machine learning techniques to surface relevant product recommendations to customers.

Wayfair Tech Blog

Four Questions with Tulia Plumettaz

We recently celebrated International Women’s Month. What does this mean to you? How did you celebrate it?

A picture of a yellow couch with accent pillows and a coffee table can be used to extract product tags, like "square arm", "sofa", "vintage modern" style, etc. for the couch, and "table", "round", "black", "4 legs" for the coffee table.

Wayfair Tech Blog

Accelerating Catalog Tagging Automation with Snorkel’s Data-Centric AI Platform: Wayfair’s Success Story

One of our missions at Wayfair is to help our 22 million customers find the products they are looking for. For example, when a customer searches for a “modern yellow sofa” on Wayfair, we want to show the most relevant options from the tens of thousands of sofas available in our catalog. To do that, it is important to have a strong understanding of the products we sell. We use machine learning algorithms to analyze and understand the descriptive information (e.g. color, shape) of over 40 million products provided by more than 20 thousand suppliers in our catalog.

A graph network connects 3 account holders as well as two "synthetic persons" via credit cards, phone numbers, bank accounts, and social security numbers

Wayfair Tech Blog

Preventing Policy Abuse with Graph Neural Networks

How Wayfair leverages Graph Neural Networks to thwart account-hopping fraudsters

Wayfair Tech Blog

An Inside Look at the State of Retail at the Milken Institute Global Conference

Last week I participated on a panel at the Milken Institute Global Conference. It was a fantastic event featuring more than 200 sessions, including mine, “Retail Renaissance: Businesses Embracing Technology, Sustainability, and Innovation.”

Wayfair Tech Blog

Introducing Wayfair’s Digital Design Studio

In early April, Wayfair introduced the Digital Design Studio in our AllModern Dedham store. The Digital Design Studio (DDS) is a photorealistic interactive experience that lets customers explore Wayfair’s endless catalog by designing 3D furniture arrangements with product cards. Creating this tool was a collaborative effort between Wayfair Next (our R&D group tasked with exploring various emerging tech use cases), Physical Retail, Visual Merchandising, Creative, 3D, and many other Wayfair teams.

Left image shows population of millions of users being split into test groups A and B. Right images shows 50 states comprised of 210 geos being split int tests groups A and B

Wayfair Tech Blog

How Wayfair Uses Geo Experiments to Measure Incrementality

Geo experimentation unlocks incrementality testing when customer-level experimentation is not possible.

Wayfair Tech Blog

Delivery-Date Prediction

How to make deliveries faster without touching any packages

a flow diagram shows the transition between multiple wayfair webpages being represented by a vector of integers in an embedding space

Wayfair Tech Blog

Introducing Melange: A Customer Journey Embedding System for Improving Fraud and Policy Abuse Detection

Let’s look at how we at Wayfair use custom embedding models to capture complex customer behavior patterns for advanced Fraud prevention.