Your Opinion Matters

Client feedback is at the heart of Stitch Fix. Here is how we take client's textual feedback into account.

Deployment for Free -- A Machine Learning Platform for Stitch Fix's Data Scientists

How Stitch Fix's machine learning platform enables data scientists to scale beyond their wildest dreams.

Algo Hour - Bridging a Mental Health Crisis with Multi Armed Bandits | Ratish Dalvi & Margaret Smiley, Quartet Health

Algo Hour - Beyond NDCG: Behavioral Testing of Recommender Systems with RecList | Jacopo Tagliabue, Coveo

Migrating Spark from EMR on EC2 to EMR on EKS.

This post describes our migration journey of Spark from EMR on EC2 to EMR on EKS.

Hamilton: Scaling to Match your Data!

A few months ago we released Hamilton, Stitch Fix’s open-source microframework for managing dataflows. With feedback from the community, we’ve implemented a variety of new features that make it more general purpose for Data Science/Data Engineering teams. Importantly, Hamilton now operates over any python object types, and can integrate with a variety of distributed compute platforms.

Algo Hour - Product Understanding in Online Retail | Kshetrajna Raghavan, Shopify

The Sobering Truth about the Impact of your Business Ideas

This post is a re-posting of an article first published at oreilly.com.

Functions & DAGs: introducing Hamilton, a microframework for dataframe generation

This post showcases what a Platform and DS team can accomplish collaborating at Stitch Fix.

Elevate: Leveraging Inventory Algorithms to Support Entrepreneurs of Color

Good for the business can also be good for the world. We’re proud and humbled to share our work using inventory algorithms to support entrepreneurs of color.