Towards Service Deployment Agility
Algorithms for Competitive Programming
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1y ago
Our journey building our service deployment system and tools by leveraging Kubernetes and Knative ..read more
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Ariadne: building a custom observability UI for personalized search
Algorithms for Competitive Programming
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1y ago
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 ..read more
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Accelerating AI: Implementing Multi-GPU Distributed Training for Personalized Recommendations
Algorithms for Competitive Programming
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1y ago
How Stitch Fix implemented distributed model training to accelerate developer velocity and ability to improve models ..read more
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A New Era of Creativity: Expert-in-the-loop Generative AI at Stitch Fix
Algorithms for Competitive Programming
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1y ago
How Stitch Fix uses an expert-in-the-loop approach with generative AI to drive innovation ..read more
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Leveraging the Plain Old Python Function
Algorithms for Competitive Programming
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2y ago
How Stitch Fix enables data scientists to do more, by doing less ..read more
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Client Time Series Model: a Multi-Target Recommender System based on Temporally-Masked Encoders
Algorithms for Competitive Programming
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2y ago
A Multi-Target Recommender System that is a significant improvement for both the quality of our recommendations and the maintainability of our systems ..read more
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Experts in-the-Loop at Stitch Fix
Algorithms for Competitive Programming
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2y ago
Our stylists' expertise is a differentiator for Stitch Fix. Here is how we take that expertise into account when designing algorithmic systems ..read more
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Algo Hour - Large Scale Data & ML Monitoring with whylogs | Alessya Visnjic
Algorithms for Competitive Programming
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2y ago
Algo Hour, Oct 11th, 2022 - Featuring Alessya Visnjic from whyLogs ..read more
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Validating your data with Hamilton
Algorithms for Competitive Programming
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2y ago
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 ..read more
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Configuration Driven Machine Learning Pipelines
Algorithms for Competitive Programming
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2y ago
How configuration driven Machine learning pipelines help streamline the model development at Stitch Fix ..read more
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