DDS Talks at Zalando

Meetup: Dublin Data Science

Location details on Meetup page

Dublin Data Science is having an event in Zalando for June. Zalando is one of the top Europe’s leading online fashion platform, connecting 62 million active customers with more than 7,000 brands across 29 markets. We will have two talks: one from Senior Data Scientist at Zalando, Alex Martinelli, and one from DDS regular Duncan Healy. Talk 1: Data Science at Zalando and a non-hyped view on how we optimize the use of LLMs for different tasks In this talk I'll provide an overview of the data-science work happening in Zalando, focusing on core projects built right here in our Dublin office, including product-matching, product-tagging, and Aspect-Based Sentiment Analysis (ABSA) for customer reviews. While the rapid evolution of LLMs has made them powerful tools for these tasks, we adopt and evaluate them carefully. I will discuss our practical, balanced approach to adopting and evaluating LLMs, demonstrating how we integrate them into our existing pipelines to achieve optimal performance while keeping infrastructure costs in check. Alex Martinelli is a senior data-scientist at Zalando, previously worked for IBM-Watson. Mainly focusing on representation-learning, computer-vision and generative-models. Additional hobbies and interests include procedural-computer-graphics in Blender, drawing and lucid-dreaming. Talk 2: How to Tame the Dragons of Data Duncan Healy is a freelancer and DDS regular, he made the mistake of pontificating too often about LLMs and databases and now has to give a talk about it.