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Towards Service Deployment Agility

Our journey building our service deployment system and tools by leveraging Kubernetes and Knative

Ariadne: building a custom observability UI for personalized search

Navigating and troubleshooting complex ML and engineering systems, especially those with numerous components, can often be an intricate and challenging task. To address this at Stitch Fix, we have developed Ariadne, an innovative observability UI, in conjunction with our advanced personalized search ecosystem. In this blog post, we will delve into how observability and system design inform each other in a reciprocal relationship.

Accelerating AI: Implementing Multi-GPU Distributed Training for Personalized Recommendations

How Stitch Fix implemented distributed model training to accelerate developer velocity and ability to improve models.

A New Era of Creativity: Expert-in-the-loop Generative AI at Stitch Fix

How Stitch Fix uses an expert-in-the-loop approach with generative AI to drive innovation.

Polymorphic, Recursive Interfaces Using Go Generics

Go's generics solve a previously-unsolvable problem with interfaces, but awkwardly

2022 Intern Projects

A sampling of the projects and areas of research done by our 2022 interns.

Leveraging the Plain Old Python Function

How Stitch Fix enables data scientists to do more, by doing less.

Client Time Series Model: a Multi-Target Recommender System based on Temporally-Masked Encoders

A Multi-Target Recommender System that is a significant improvement for both the quality of our recommendations and the maintainability of our systems

Algo Hour - Large Scale Data & ML Monitoring with whylogs | Alessya Visnjic

Algo Hour, Oct 11th, 2022 - Featuring Alessya Visnjic from whyLogs!

Experts in-the-Loop at Stitch Fix

Our stylists' expertise is a differentiator for Stitch Fix. Here is how we take that expertise into account when designing algorithmic systems.