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Gotchas in Jetpack Compose Recomposition

Understanding recomposition in Jetpack Compose is critical to optimizing application performance. Here are some "gotchas" to avoid.

Configuration Driven Machine Learning Pipelines

How configuration driven Machine learning pipelines help streamline the model development at Stitch Fix.

Validating your data with Hamilton

In late 2021 we released Hamilton, Stitch Fix’s open-source microframework for managing dataflows. With feedback from the community, we’ve implemented an exciting new feature -- the ability to validate the data hamilton generates! In this post we detail the new capabilities and talk a little bit about next steps.

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

Bridging a Mental Health Crisis with Multi Armed Bandits

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

Behavioral Testing of Recommender Systems with RecList

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

Product Understanding in Online Retail