PyData Warsaw #34 - Ruslan Korniichuk & Rafał Małanij/Maciej Brynski

18:00 - Rafał Małanij & Maciej Bryński - "Clinical Trial Matching – LLMs Will Not Solve All Your Problems"
About topic: We are building a hybrid system that bridges the gap between patient health records and clinical trial matching by combining deterministic data engineering with the power of LLMs. In this talk, we will share practical lessons from our project, illustrating that while LLMs offer significant value in specific workflows, they are not a silver bullet. We will discuss the necessity of robust system design, adherence to healthcare standards, and essential human oversight to safely and effectively increase patient access to life-saving treatments.
About speaker: Maciej and Rafal are part of Zettagene - genomics analytics company bridging the gap between research and modern data platforms. Maciej is an architect, CTO with almost 20 years of experience. Rafal was playing different business and managerial roles in IT for about 20 years, always close to data as possible.

18:45 - Ruslan Kornichuk - "Football Analytics 101: Introduction to Football Analytics with Python"
About topic: We will dive into the fascinating world of football analytics, showcasing how to collect and process match data (e.g., Hudl Statsbomb, Sportmonks), including tracking, event logs, and tactical formations. Attendees will walk away with practical knowledge and Jupyter Notebooks, demonstrating Python's power in decoding modern football tactics. Join us to unlock the power of Python in football analytics!
About speaker: Ukrainian Data and AI Platform Architect based in Poland. Former Lead Engineer and Architect at Fortune 500 companies. Core areas: modern data platforms and cloud computing. Public speaker at EuroPython, PyCon CZ, PyCon LT, PyCon PL, Python Summit, Pytech Summit, PyGrunn, and PyCode.

Event will be held at ING Hub venue and sponsored by ING.
About ING Hub: We are one of ING's global competence centers. We design and deliv