INTRODUCTION At Stitch Fix, our data platform is designed to be self-service, with our users taking ownership of their own ETL, models, and microservices. To support this approach, the platform ...
https://multithreaded.stitchfix.com/blog/2023/09/19/towards-service-deployment-agility/
In June 2022, Stitch Fix launched the Freestyle search feature, transforming how our clients discover styles that are tailored to their taste. Under the hood, personalized search is fulfilled by ...
https://multithreaded.stitchfix.com/blog/2023/06/13/ariadne-observability-ui-for-search/
Stitch Fix uses a cutting-edge multi-tiered recommender system stack to personalize styling recommendations at scale. This stack comprises several critical components, including feature generatio...
https://multithreaded.stitchfix.com/blog/2023/06/08/distributed-model-training/
Generative AI has been gaining attention and popularity in recent years. Made possible with advances in deep learning algorithms and trained with previously unimaginable amounts of data, generati...
https://multithreaded.stitchfix.com/blog/2023/03/06/expert-in-the-loop-generative-ai-at-stitch-fix/
I did a bit of experimenting over the weekend in an attempt to figure out how to write an interface that abstracted over methods whose return type was identical to the receiver’s type. This is ...
https://multithreaded.stitchfix.com/blog/2023/02/01/go-polymorphic-interfaces/
Earlier this year, we had four fantastic interns join our Algorithms team for 3 months to learn how we harness data science in our work at Stitch Fix. These four interns hail from across the coun...
https://multithreaded.stitchfix.com/blog/2023/01/03/intern-post/
The role of the full-stack-data-scientist is not what it once was. With the advent of more powerful tooling, new industry standards in MLOps, and greater investment in platforms, the day-to-day...
https://multithreaded.stitchfix.com/blog/2022/12/14/plain-old-python-functions/
INTRODUCTION The foundation of our recommendation stack is a scoring model we call p(sale), which estimates the probability that any given client will purchase any given item. This model has gon...
https://multithreaded.stitchfix.com/blog/2022/10/14/client-time-series-model/
TITLE: Large Scale Data & ML Monitoring with whylogs TALK ABSTRACT: In the era of microservices, decentralized ML architectures and complex data pipelines, data quality has become a bigger c...
https://multithreaded.stitchfix.com/blog/2022/09/29/alessya-algo-hour-announcement/
Imagine your job is to personalize search results on an e-commerce site for returning customers, classify the presence or absence of pedestrians in street photos, or develop an app that translate...
https://multithreaded.stitchfix.com/blog/2022/09/02/stylists-in-the-loop/