LLM Meetup: Practical Use Cases

If you're passionate about AI, machine learning, data science, or linguistics, this event is for you. Connect with like-minded professionals, share insights, and learn from industry experts as they dive into the real-world applications of LLMs.

Speakers & Topics: Lena Nahorna, Analytical Linguist at Grammarly Topic: Building Frameworks for Evaluation of LLM Output at Grammarly LLMs have opened up new avenues in NLP with their possible applications, but evaluating their output introduces a new set of challenges. In this talk, we discuss how the evaluation of LLMs differs from the evaluation of classic ML-based solutions and how we tackle the challenges.

Halyna Oliinyk, Senior Data Engineer at Delivery Hero Topic: Data Engineering Workflow Before, After, and For LLMs Halyna will take you through the journey of deploying LLMs into production, focusing on the creation and management of modern data pipelines. She'll cover essential topics like system design, data sources, observability, and monitoring, all backed by real-world examples and common mistakes to avoid.

Djordje Benn-Maksimovic, Senior Data Scientist at Eviden Topic: Cypher Query Building with Open-Source LLMs Djordje will discuss creating knowledge graphs from news articles using small transformers for entity and relation extraction, and automating Cypher queries with open-source LLMs.