Machine Learning
This category focuses on machine learning, artificial intelligence, and data science.
Exploring the Potential of Graph Neural Networks to Transform Recommendations at Zalando
Delivering personalized recommendations is key to engaging Zalando’s customers, but traditional models can miss the... Read more...
Mariia Bulycheva
Senior Applied Scientist
Dec 19
2024
Paper Announcement: Leveraging Multimodal LLMs for Large-Scale Product Retrieval Evaluation
Sharing our latest research paper on leveraging LLM-as-a-Judge for scalable, multimodal relevance assessment in... Read more...
Kasra Hosseini
Senior Applied Scientist
Nov 15
2024
Content Creation Copilot - AI-assisted product onboarding
Explores how to improve the efficiency and effectiveness of the content creation process, the data quality and... Read more...
Michal Kubacki
Senior Software Engineer
Nikhil Iyer
Principal Product Manager
Bhagyesh Prabhu
Engineering Manager
Sep 18
2024
Paper Announcement: Joint Order Selection, Allocation, Batching and Picking for Large Scale Warehouses
Sharing our latest research paper on warehouse order batching. Read more...
Julius Pätzold
Applied Scientist
Jan 29
2024
Applied Methods from Mathematical Optimization and Machine Learning in E-commerce
Report from a workshop hosted by Zalando in October 2022 Read more...
Amin Jorati
Applied Scientist
Torsten Gellert
Senior Applied Scientist
Feb 21
2023
Accelerate testing in Apache Airflow through DAG versioning
In this blog post we present a way to version your Airflow DAGs on a single server through isolated pipeline and... Read more...
Hilmi Yildirim
Senior Software Engineer
Stefan Haase
Head of Engineering
Jun 10
2022
Zalando's Machine Learning Platform
Architecture and tooling behind machine learning at Zalando Read more...
Krzysztof Szafranek
Senior Software Engineer
Apr 19
2022
Tuning Image Classifiers using Human-In-The-Loop
We present an Expectation–Maximization (EM) algorithm for iteratively estimating the optimal class-confidence... Read more...
Paul O'Grady
Senior Applied Scientist
Oct 13
2021
Space efficient machine learning feature stores using probabilistic data structures - a benchmark
In this post, we describe a technique for providing machine learning feature stores with sublinear space... Read more...
Enno Shioji
Head of Engineering
Oct 05
2021
A Machine Learning Pipeline with Real-Time Inference
How we improved an ML legacy system using Amazon SageMaker Read more...
Henning-Ulrich Esser
Applied Scientist
Przemyslaw Kosiak
Senior Applied Scientist
Lisa Knolle
Software Engineer
Scott Joseph Small
Senior Applied Scientist
Manuel Vanzetti
Applied Science Manager
Feb 16
2021