PyData Amsterdam 2025, September 24 - 26
Explore the selected talks, deep-dives and tutorials, the full program schedule will be published soon.
Talks
Large-Scale Video Intelligence
Irene Donato & Antonino Ingargiola
Scaling Trust: A practical guide on evaluating LLMs and Agents
George Chouliaras
Is Prompt Engineering Dead? How Auto-Optimization is Changing the Game
Iryna Kondrashchenko & Oleh Kostromin
Formula 1 goes Bayesian: Time Series Decomposition with PyMC
Wesley Boelrijk
Muhammad
Actionable Techniques for Finding Performance Regressions
Thijs Nieuwdorp & Jeroen Janssens
Resource Monitoring and Optimization with Metaflow
Gergely Daroczi
Uncertainty Unleashed: Wrapping Your Predictions in Honesty
Konstantinos Tsoumas
Gotta catch ‘em all - Hunting Fraudsters with Minimal Labels and Maximum ML
Jaap Stefels & Itzel Belderbos
Sieves: Plug-and-Play NLP Pipelines With Zero-Shot Models
Raphael Mitsch
🍯 Sweet Language Model Python Applications
Jamie Coombes
Kafka Internals I Wish I Knew Sooner: The Non-Boring Truths
Dima Baranetskyi
Continuous monitoring of model drift in the financial sector
Denis Gaitan & Agustin Iniguez
Orchestrating success: How Vinted standardizes large-scale, decentralized data pipelines
Rodrigo Loredo & Oscar Ligthart
Deep-dives
Model Context Protocol: Principles and Practice
Fabio Lipreri & Gabriele Orlandi
Context is King: Evaluating Long Context vs. RAG for Data Grounding
Bauke Brenninkmeijer
Designing tests for ML libraries – lessons from the wild
Sayak Paul & Benjamin Bossan
Vincent D. Warmerdam
Tutorials
Understand your data with Knowledge Graphs
Martin O’Hanlon
Adam Hill & Shourya Sharma
Event-Driven AI Agent Workflows with Dapr
Dana Arsovska & Marc Duiker
Meet Docling: The “Pandas” for document AI
Mingxuan Zhao & Michele Dolfi
Listen: A Practical Introduction to Data Sonification
Tomek Roszczynialski & Samuel Janas
Next-Level Retrieval in RAG: Techniques and Tools for Enhanced Performance
Mahima Arora & Aarti Jha
Keynote speakers
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Hannes Mühleisen
Co-founder & CEO @ DuckDB Labs
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Judith Dijk
Project Officer Optronic Systems @ European Defence Agency
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Maria Börner
Head of the AI Competence Center @ Westernacher Solutions
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Demetrios Brinkmann
Founder @ MLOps Community
Note to all speakers: if you require a speaker adjustment due to exceptional circumstances, such as illness, visa issues or other unavoidable events, please make a request for approval via the organizing committee at amsterdam@pydata.org.