Filters 145 talks
Search scope
Clear all
COMPLETED Tue, 10:00 AM Merck Plenary (Spectrum) [1st Floor]
Opening Session

Plenary No track
COMPLETED Tue, 10:30 AM Merck Plenary (Spectrum) [1st Floor]
From Scratch to Scale: Turning LLM Code into Architecture Insights

Sebastian Raschka

Keynote Keynote
COMPLETED Tue, 11:45 AM Ferrum [2nd Floor]
From Prompt to Production: How to use AI Code Assistants for Python Data Systems

Serhii Sokolenko

Tutorial PyData: Data Handling & Data Engineering
COMPLETED Tue, 11:45 AM Merck Plenary (Spectrum) [1st Floor]
Sentinel Values in Python: Semantics, Double Dispatch, and the Limits of Typing

Florian Wilhelm

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 11:45 AM Europium [3rd Floor]
Kickstart Coding at Scale: How Project Template Automation Unlocks Developer Productivity

Yannik Tausch

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 11:45 AM Platinum [2nd Floor]
Reaching the next level of abstraction: meta classes and what they enable

Valentin Zieglmeier

Talk PyCon: Python Language & Ecosystem
COMPLETED Tue, 11:45 AM Titanium [2nd Floor]
Python Hates Being PID 1: Writing Container-Aware Code for Kubernetes

Kavish Nareshchandra Dahekar

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 11:45 AM Palladium [2nd Floor]
Solving Marketplace Cold Start at Scale with Ranking

Theodore Meynard

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Tue, 11:45 AM Dynamicum [Ground Floor]
SQL is Dead, Long Live SQL: Engineering reliable analytics agent from scratch

Dumky de Wilde & Mehdi Ouazza

Tutorial PyData: Data Handling & Data Engineering
COMPLETED Tue, 12:25 PM Titanium [2nd Floor]
Beyond Stateless: Why Your Web Service Architecture is Fighting Against Performance

Heiner Wolf

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 12:25 PM Palladium [2nd Floor]
Personalized Restaurant Recommendations at Scale combining Transformer with Gradient-Boosted Ranking

Marcel Kurovski & Steffen Klempau

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Tue, 12:25 PM Helium [3rd Floor]
Fight your garbage data: implementation of a pythonic data quality monitoring framework in PySpark

Joshua Finger & Rostislaw Krassow

Talk PyData: Data Handling & Data Engineering
COMPLETED Tue, 12:25 PM Platinum [2nd Floor]
Exploring Germany's Urban Geography with Census and OpenStreetMap Data

Travis Hathaway

Talk PyData: Data Handling & Data Engineering
COMPLETED Tue, 12:25 PM Europium [3rd Floor]
Programming Quantum Networks in Python

Samuel Oslovich

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 12:25 PM Merck Plenary (Spectrum) [1st Floor]
The foundation model revolution for tabular data

Frank Hutter

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Tue, 2:30 PM Europium [3rd Floor]
From Hard Problems to Proven Solutions: Solving Decision Problems with Gurobi

Silke Horn

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 2:30 PM Titanium [2nd Floor]
How to mix conda and pip without causing “environmental” damage.

Mahe Iram Khan

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 2:30 PM Ferrum [2nd Floor]
Your First Open Source Contribution in Python: From Fork to Pull Request

Camila Maia

Tutorial General: Education, Career & Life
COMPLETED Tue, 2:30 PM Helium [3rd Floor]
Hype, Hope, or Headache? Making Sense of GenAI, LLMs, and AI Agents with Anecdotal Evidence

Sebastian Neubauer

Talk General: Autonomous Systems & AI Agents
COMPLETED Tue, 2:30 PM Merck Plenary (Spectrum) [1st Floor]
Stop Waiting, Start Shipping: Real-World Strategy for Open-Source LLMs

Alexander CS Hendorf & Sebastian Raschka

Panel No track
COMPLETED Tue, 2:30 PM Dynamicum [Ground Floor]
A minimalist introduction to Ansible

Raniere Silva

Tutorial PyCon: MLOps & DevOps
COMPLETED Tue, 2:30 PM Platinum [2nd Floor]
Making my Apache Spark™ talk more interesting using AI

Celeste Horgan

Talk PyData: Data Handling & Data Engineering
COMPLETED Tue, 3:10 PM Titanium [2nd Floor]
Destructive Testing: 10 Practical Ways to Expose Hidden Application Risks

Pascal Puchtler

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 3:10 PM Helium [3rd Floor]
Demystifying Parallel Programming in Python: from CPU to quantum processors, including GPU and TPU

Gaël Pegliasco

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Tue, 3:10 PM Platinum [2nd Floor]
AsyncIO vs Threads: who survives in the No-GIL Era?

Igor Anokhin

Talk PyCon: Python Language & Ecosystem
COMPLETED Tue, 3:10 PM Palladium [2nd Floor]
What Breaks When Automatic Speech Recognition Systems Go Multilingual

Rashmi Nagpal

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Tue, 4:30 PM Palladium [2nd Floor]
When Space Weather Breaks Your GPS: Building an Explainable Early Warning System

Vincenzo Ventriglia

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Tue, 4:30 PM Ferrum [2nd Floor]
How to Search Through 800 Billion Records in Real Time

Filip Bacic & Mirano Tuk

Talk PyData: Data Handling & Data Engineering
COMPLETED Tue, 4:30 PM Platinum [2nd Floor]
The Art of the Optimal: A Pythonic Approach to Complex Decision-Making

Justine Broihan

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Tue, 4:30 PM Europium [3rd Floor]
Python in Climate Tech: Vehicle-to-Grid

Christopher Sedlaczek-Bock

Talk General: Others
COMPLETED Tue, 4:30 PM Dynamicum [Ground Floor]
Catch the LLM if you Can: Watermarking LLMs

Subhosri Basu

Talk General: Ethics & Privacy
COMPLETED Tue, 4:30 PM Merck Plenary (Spectrum) [1st Floor]
Panel: Evolution, Revolution, or Illusion? The Future of Python and Coding in the Age of AI

Asya Melnik, Ines Montani & 3 more

Panel General: Autonomous Systems & AI Agents
COMPLETED Tue, 4:30 PM Helium [3rd Floor]
Come for the Code, Stay for the People.

Valerio Maggio

Talk General: Community & Diversity
COMPLETED Tue, 4:30 PM Titanium [2nd Floor]
Pair & Share: How formal Mentoring pushed REWE Analytics to a new level

Axel Buddendiek

Talk General: Education, Career & Life
COMPLETED Tue, 5:10 PM Ferrum [2nd Floor]
Agent-Based Hyperparameter Optimization for Gradient Boosted Trees

Huijo Kim

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Tue, 5:10 PM Titanium [2nd Floor]
Building Trust in Your Data Pipelines with Observability

Stefan Dienst

Talk PyData: Data Handling & Data Engineering
COMPLETED Tue, 5:10 PM Dynamicum [Ground Floor]
Offline Fallback for a Mobile LoRaWAN Gateway

Jannis Lübbe

Talk General: Infrastructure - Hardware & Cloud
COMPLETED Tue, 5:10 PM Platinum [2nd Floor]
Type Errors for Better Agent-Assisted Development

Kyle Into

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Tue, 5:10 PM Palladium [2nd Floor]
It Works on My Machine: Why LLM Apps Fail Users (Not Tests)

Frank Rust & Thomas Prexl

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Tue, 5:50 PM Merck Plenary (Spectrum) [1st Floor]
Lightning Talks 1

Lightning Talk Lightning Talks
COMPLETED Wed, 9:05 AM Merck Plenary (Spectrum) [1st Floor]
"Honey, I vibe coded some crypto" - Security in the age of LLMS

Gabriela Bogk

Keynote Keynote
COMPLETED Wed, 10:00 AM Lounge [1st Floor]
Innovation Day: Startup Lounge [no-video]

Open Space No track
COMPLETED Wed, 10:15 AM Helium [3rd Floor]
Ship Data with Confidence: Declarative Validation for PySpark & Pandas

Ryan Sequeira

Talk PyData: Data Handling & Data Engineering
COMPLETED Wed, 10:15 AM Dynamicum [Ground Floor]
Process, Analyze, and Transform Python Code with ASTs

Stefanie Molin

Tutorial PyCon: Python Language & Ecosystem
COMPLETED Wed, 10:15 AM Europium [3rd Floor]
From Research Models to SLAs: Operationalizing TSFMs with Python

Catarina Filipe & Jeyashree Krishnan

Talk PyCon: MLOps & DevOps
COMPLETED Wed, 10:15 AM Palladium [2nd Floor]
From Pixel to Payouts: A Multi-Agent System for Real-Time Insurance Claims Processing

Claudio Giorgio Giancaterino

Talk General: Autonomous Systems & AI Agents
COMPLETED Wed, 10:15 AM Ferrum [2nd Floor]
Getting Career Clarity in Uncertain Times

Tereza Iofciu

Tutorial General: Education, Career & Life
COMPLETED Wed, 10:15 AM Platinum [2nd Floor]
State of In-Browser ML: WebAssembly, WebGPU, and the Modern Stack

Iryna Kondrashchenko & Oleh Kostromin

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Wed, 10:15 AM Titanium [2nd Floor]
Wetterdienst: Fast, Unified Access to Open Weather Data with Polars

Benjamin

Talk PyData: Data Handling & Data Engineering
COMPLETED Wed, 10:15 AM Merck Plenary (Spectrum) [1st Floor]
Demystifying Containers with Python: Building a Minimal Engine from Scratch

Alexander Zaytsev

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 10:55 AM Platinum [2nd Floor]
Leveraging Hexagonal Architecture When Building Applications

Luke Gerstner

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 10:55 AM Palladium [2nd Floor]
No, you can't 'eval' your way to fairness

Laura Summers

Talk General: Ethics & Privacy
COMPLETED Wed, 10:55 AM Merck Plenary (Spectrum) [1st Floor]
How to create effective data visualizations

Dominik Haitz

Talk PyData: Visualisation & Notebooks
COMPLETED Wed, 10:55 AM Helium [3rd Floor]
Accuracy Is Overrated: Ship Stable Forecasts (Without Lying to Yourself)

Illia Babounikau

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Wed, 10:55 AM Europium [3rd Floor]
Demystifying Agentic AI Using Small Language Models

Serhii Sokolenko

Talk General: Autonomous Systems & AI Agents
COMPLETED Wed, 10:55 AM Titanium [2nd Floor]
From Struggling to Mastery: A Practical Guide to Data Pipeline Operations

Akif Cakir

Talk PyData: Data Handling & Data Engineering
COMPLETED Wed, 11:35 AM Merck Plenary (Spectrum) [1st Floor]
Production ML across 2015-2035: A Journey to the Past and the Future

Alejandro Saucedo

Talk PyCon: MLOps & DevOps
COMPLETED Wed, 11:35 AM Titanium [2nd Floor]
Empowering Data Scientists with Zero Platform Friction: Deploying Streamlit & Friends in 3 Minutes

Bernhard Schäfer & Nicolas Renkamp

Talk PyCon: MLOps & DevOps
COMPLETED Wed, 11:35 AM Europium [3rd Floor]
Building Secure Environments for CLI Code Agents

Harald Nezbeda

Talk General: Autonomous Systems & AI Agents
COMPLETED Wed, 11:35 AM Helium [3rd Floor]
Causal Inference through the lens of probabilistic programming

Dr. Juan Orduz

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Wed, 1:25 PM Merck Plenary (Spectrum) [1st Floor]
The Multimodal Era of Machine Learning (and How Python Made It Possible)

Hilde Kühne

Keynote Keynote
COMPLETED Wed, 2:20 PM Ferrum [2nd Floor]
Accelerate FastAPI Development with OpenAPI Generator

Dr. Evelyne Groen & Kateryna Budzyak

Tutorial PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 2:20 PM Lounge [1st Floor]
Workshop: What do we still need to learn? [no-video]

Dr. Kristian Rother, Paula Gonzalez Avalos & Sebastian Neubauer

Open Space No track
COMPLETED Wed, 2:20 PM Merck Plenary (Spectrum) [1st Floor]
PyLadies Fireside Chat

Dawn Wages, Jessica Greene (she/her) & Tereza Iofciu

Panel General: Community & Diversity
COMPLETED Wed, 2:20 PM Europium [3rd Floor]
Mastering the Hex: A Case Study in Reinforcement Learning for Strategy Games

Simon Hedrich

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Wed, 2:20 PM Titanium [2nd Floor]
Learnings Building DevOps as a Software Engineer

Gaweng Tan

Talk PyCon: MLOps & DevOps
COMPLETED Wed, 2:20 PM Palladium [2nd Floor]
PyTorch and CPU-GPU Synchronizations

Tomas Ruiz

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Wed, 2:20 PM Helium [3rd Floor]
Small Language Models for Tool Calling Are Better Than You Think

Gabi Kadlecova

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Wed, 2:20 PM Dynamicum [Ground Floor]
Array-Oriented Programming in Python: Libraries, Techniques, and Trade-offs

Iason Krommydas

Tutorial PyData: PyData & Scientific Libraries Stack
COMPLETED Wed, 3:00 PM Palladium [2nd Floor]
Beyond Kafka and S3: Python Data Pipelines with HTTP-Native Bytestreams

Johannes Dröge

Talk PyData: Data Handling & Data Engineering
COMPLETED Wed, 3:00 PM Europium [3rd Floor]
Building Agentic Systems with Python, LangGraph, MCP, and A2A

Holger Nösekabel

Talk General: Autonomous Systems & AI Agents
COMPLETED Wed, 3:00 PM Titanium [2nd Floor]
Architecture Under Constraints: Designing Systems That Still Evolve

Eduard Thamm

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 3:00 PM Platinum [2nd Floor]
Scaling Data Processing for Training Workloads at DeepL Research with Rust

Johanna Goergen & Jonas Dedden

Talk General: Rust
COMPLETED Wed, 3:00 PM Helium [3rd Floor]
Building Non-Biased Synthetic Datasets: What Actually Works (and What Fails)

Shiva Banasaz Nouri

Talk PyData: Generative AI & Synthetic Data
COMPLETED Wed, 4:15 PM Merck Plenary (Spectrum) [1st Floor]
Start-Ups & Investors

Carlina Bennison, Ina Schlie & 2 more

Panel No track
COMPLETED Wed, 4:15 PM Platinum [2nd Floor]
Build a web coding platform with Python, run in WebAssembly

Maris Nieuwenhuis

Talk PyCon: Python Language & Ecosystem
COMPLETED Wed, 4:15 PM Helium [3rd Floor]
From Ticket to Draft: How Munich Automates Citizen Inquiries with AI

Leon Lukas

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Wed, 4:15 PM Palladium [2nd Floor]
Hierarchical Models in MMM: Can Structure beat data size?

Mohamed Amine Jebari

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Wed, 4:15 PM Europium [3rd Floor]
Tidy Finance in Practice: How Explicit Assumptions Avoid Bad Investment Strategies

Christoph Frey

Talk General: Others
COMPLETED Wed, 4:15 PM Dynamicum [Ground Floor]
Roll for Architecture: DungeonPy – A D&D Companion as Server + Thin Clients

Francesco Conte

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 4:15 PM Titanium [2nd Floor]
Black Hole Stars: An Astronomical Mystery (Mostly) Solved with NumPyro and JAX

Raphael Hviding

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Wed, 4:15 PM Ferrum [2nd Floor]
Practical Refactoring with Syntax Trees

Laurent Direr

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 4:55 PM Helium [3rd Floor]
Beyond Vibe-Coding: A Practitioner's Guide to Spec-Driven Development in AI Engineering

Alina Dallmann

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 4:55 PM Dynamicum [Ground Floor]
Django-Q2: Async Tasks Made Simple

Moin Uddin

Talk PyCon: Django & Web
COMPLETED Wed, 4:55 PM Titanium [2nd Floor]
"You are an intelligent business analyst": how i learned to talk to business

Darya Petrashka

Talk General: Education, Career & Life
COMPLETED Wed, 4:55 PM Palladium [2nd Floor]
Metashade: Compilerless Immediate-Mode Shader Generation in Pure Python

Pavlo Penenko

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Wed, 4:55 PM Platinum [2nd Floor]
Before You Ship Your Agent: An Agent Builder’s Primer on Jailbreaking Attacks

Simonas Černiauskas

Talk General: Autonomous Systems & AI Agents
COMPLETED Wed, 4:55 PM Europium [3rd Floor]
Octopus AutoML: Extracting Signal from Small and High-Dimensional Data

Andreas Wurl & Nils Haase

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Wed, 4:55 PM Ferrum [2nd Floor]
Simplifying RAG Document Pipelines with Multimodal Embeddings

Arne Grobrügge

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Wed, 5:35 PM Platinum [2nd Floor]
Don’t Let Imposter Syndrome Win: U Can Do Big Things from a Small Place, A 7-Year African AI Journey

Gift Ojeabulu

Talk General: Community & Diversity
COMPLETED Wed, 5:35 PM Helium [3rd Floor]
To nest, or not to nest? Nested data types in Polars with big data

Daniel Finnan

Talk PyData: Data Handling & Data Engineering
COMPLETED Wed, 5:35 PM Dynamicum [Ground Floor]
Holistic Optimization: Implementing "Pipeline-as-a-Trial" HPO with Ray and Cloud Infra

Abdullah Taha

Talk PyCon: MLOps & DevOps
COMPLETED Wed, 5:35 PM Palladium [2nd Floor]
AI Is Changing the Game: Building Modular, AI-Ready Platforms on Top of Legacy Systems

Werner Gothein

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Wed, 5:35 PM Europium [3rd Floor]
Heat: scaling the Python scientific stack to HPC systems

Claudia Comito & Thomas Saupe

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Wed, 5:35 PM Ferrum [2nd Floor]
The Day the Agent Started Lying (Politely)

Asya Melnik

Talk PyCon: MLOps & DevOps
COMPLETED Wed, 5:35 PM Titanium [2nd Floor]
Ty mypy: The New Generation of Python Type Checking

Stefan Kraus

Talk PyCon: Python Language & Ecosystem
COMPLETED Wed, 6:10 PM Merck Plenary (Spectrum) [1st Floor]
Lightning Talks 2

Lightning Talk Lightning Talks
COMPLETED Thu, 9:05 AM Merck Plenary (Spectrum) [1st Floor]
A View of Sovereignty from The Cloud

Aaron Glenn

Keynote Keynote
COMPLETED Thu, 10:15 AM Lounge [1st Floor]
Problem Clinic: Python in Regulated Environments --- What Works, What Doesn't

Alexander CS Hendorf

Open Space No track
COMPLETED Thu, 10:15 AM Helium [3rd Floor]
Embedding Data Science in IoT devices with MicroPython and emlearn

Jon Nordby

Talk PyCon: Embedded Systems & Robotics
COMPLETED Thu, 10:15 AM Merck Plenary (Spectrum) [1st Floor]
Building MCP at the Speed of Hype: Principles That Outlast the Trends

Friederike Bauer & Rahkakavee Baskaran

Talk General: Autonomous Systems & AI Agents
COMPLETED Thu, 10:15 AM Europium [3rd Floor]
Don’t call your LLM too often! How to build your dialog graph with confidence and sleep at night.

Andrei Beliankou & Evgeniya Ovchinnikova

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Thu, 10:15 AM Ferrum [2nd Floor]
Building reliable data pipelines with polars and dataframely

Andreas Albert & Oliver Borchert

Tutorial PyData: Data Handling & Data Engineering
COMPLETED Thu, 10:15 AM Platinum [2nd Floor]
Tracking Knowledge Diversity in LLM-Generated Responses.

Sarah Masud

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Thu, 10:15 AM Titanium [2nd Floor]
5 Years of NiceGUI: What We Learned About Designing Pythonic UIs

Falko Schindler

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Thu, 10:15 AM Dynamicum [Ground Floor]
Your Data Is Leaking: A Hands-On Introduction to Differential Privacy with OpenDP

Marcel Neunhoeffer & Shlomi Hod

Tutorial General: Ethics & Privacy
COMPLETED Thu, 10:55 AM Helium [3rd Floor]
How We Built an Inclusive Data Organization: Careers, Community & 50% Women

Xia He-Bleinagel

Talk General: Community & Diversity
COMPLETED Thu, 10:55 AM Palladium [2nd Floor]
Schema-Driven Lambdaliths in Python with AWS Lambda Powertools and Pydantic

Haruto Mori & Tanio Toranosuke

Talk PyCon: Django & Web
COMPLETED Thu, 10:55 AM Merck Plenary (Spectrum) [1st Floor]
In Praise of Documentation: Tools, Tips & Techniques for Literate Programming in the AI Age

Stephen

Talk General: Education, Career & Life
COMPLETED Thu, 10:55 AM Titanium [2nd Floor]
Surviving AI Fatigue: Staying Sane and Relevant in a Fast Moving Field

Ajay & Jeyashree Krishnan

Talk General: Education, Career & Life
COMPLETED Thu, 10:55 AM Platinum [2nd Floor]
Are we free-threaded ready? Looking at where free-threaded Python fails

Cheuk Ting Ho

Talk PyCon: Python Language & Ecosystem
COMPLETED Thu, 10:55 AM Europium [3rd Floor]
Vibe NLP for Applied NLP

Ines Montani

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Thu, 11:35 AM Platinum [2nd Floor]
Designing and Scaling a Python Library in the Open: Architecture, Automation and Community

Camila Maia

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Thu, 11:35 AM Palladium [2nd Floor]
When LLMs Are Too Big: Building Cost-Efficient High-Throughput ML Systems for E-Commerce Cataloging

Bastian Wandt & Tobias Senst

Talk PyCon: MLOps & DevOps
COMPLETED Thu, 11:35 AM Europium [3rd Floor]
From Row-Wise to Columnar: Speeding Up PySpark UDFs with Arrow and Polars

Aimilios Tsouvelekakis

Talk PyData: Data Handling & Data Engineering
COMPLETED Thu, 11:35 AM Merck Plenary (Spectrum) [1st Floor]
7 Anti-Lessons from Building a PydanticAI Agent: Mistakes We Made So You Don't Have To

Joshua Görner

Talk General: Autonomous Systems & AI Agents
COMPLETED Thu, 11:35 AM Helium [3rd Floor]
Securing AI Agentic Systems: Enforcing Safety Constraints in AI Agent

John Robert

Talk PyCon: Security
COMPLETED Thu, 11:35 AM Titanium [2nd Floor]
Open Table Formats in the Wild™ - Reloaded: Vortexing Ducks over Floating Icebergs

Franz Wöllert

Talk PyData: Data Handling & Data Engineering
COMPLETED Thu, 1:10 PM Ferrum [2nd Floor]
pytest tips and tricks for a better testsuite

Freya Bruhin

Tutorial PyCon: Programming & Software Engineering & Testing
COMPLETED Thu, 1:10 PM Dynamicum [Ground Floor]
Do you know how well your model is doing? Evaluate your LLMs

Cheuk Ting Ho

Tutorial PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Thu, 1:20 PM Platinum [2nd Floor]
Increase productivity of CNC-machining of aerospace engine parts with Python

Nico Buhl

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Thu, 1:20 PM Merck Plenary (Spectrum) [1st Floor]
Open Source as a Business — Models, Paths, and Practice

Alexander CS Hendorf, Ines Montani & 2 more

Panel No track
COMPLETED Thu, 1:20 PM Titanium [2nd Floor]
Making Tech Tutorials Accessible: Practical Techniques for Educators

Tamara Badikyan

Talk General: Education, Career & Life
COMPLETED Thu, 1:20 PM Europium [3rd Floor]
Simplicity Scales: Rewriting to a Django Monolith and Monorepo

Bruno Vollmer

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Thu, 1:20 PM Helium [3rd Floor]
Escape the Hype: Teaching LLM Concepts Through an Interactive AI Factory Game

Eric Glaser, Lisa Amrhein & Vadim Vlasov

Talk General: Education, Career & Life
COMPLETED Thu, 1:20 PM Palladium [2nd Floor]
Free T(h)r(e)ading: A Trading Systems Journey Beyond the GIL

Tim Kreitner

Talk PyCon: Programming & Software Engineering & Testing
COMPLETED Thu, 2:00 PM Palladium [2nd Floor]
Letting AI Move: Robotics Demos Powered by Python

Annika Herbert & Larissa Haas

Talk PyCon: Embedded Systems & Robotics
COMPLETED Thu, 2:00 PM Europium [3rd Floor]
Using Sensor Fusion and ML to Navigate Underground When GPS Fails

Étienne Tremblay

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Thu, 2:00 PM Helium [3rd Floor]
Dynamic Knowledge Graphs

Jakob Leander Müller

Talk PyData: Data Handling & Data Engineering
COMPLETED Thu, 2:00 PM Platinum [2nd Floor]
Making bad CLIs fun with Small Language Models

Moritz Bauer

Talk PyData: Natural Language Processing & Audio (incl. Generative AI NLP)
COMPLETED Thu, 2:00 PM Titanium [2nd Floor]
How to compare apples with oranges: Proper evaluation of article-level demand forecasts

Mones Raslan & Stefan Birr

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Thu, 3:05 PM Dynamicum [Ground Floor]
Zero-Copy or Zero-Speed? The hidden overhead of PySpark, Arrow & SynapseML for inference

Petar Ilijevski

Talk PyData: Data Handling & Data Engineering
COMPLETED Thu, 3:05 PM Ferrum [2nd Floor]
Foundation Models in Forecasting: Are We There Yet? Lessons from the Trenches

Dr. Irena Bojarovska

Talk PyData: Generative AI & Synthetic Data
COMPLETED Thu, 3:05 PM Platinum [2nd Floor]
AI Evals Done Right: From Vibes to Confident Decisions

Martin Seeler

Talk PyData: Generative AI & Synthetic Data
COMPLETED Thu, 3:05 PM Merck Plenary (Spectrum) [1st Floor]
Panel What Do We Still Need to Learn?

Dr. Kristian Rother, Paula Gonzalez Avalos & 2 more

Panel No track
COMPLETED Thu, 3:05 PM Palladium [2nd Floor]
Is digital sovereignty a new buzzword in AI development?

Dr. Maria Börner

Talk General: Ethics & Privacy
COMPLETED Thu, 3:05 PM Titanium [2nd Floor]
Simulating the World using SimPy: A practical Example

Niklas

Talk PyData: PyData & Scientific Libraries Stack
COMPLETED Thu, 3:05 PM Europium [3rd Floor]
Is my AI Recruiting biased? - How to evaluate these systems

Sebastian Krauss

Talk General: Ethics & Privacy
COMPLETED Thu, 3:05 PM Helium [3rd Floor]
(Autism and) The Predictive Brain Theory (in Tech)

Dennie Declercq

Talk General: Education, Career & Life
COMPLETED Thu, 3:45 PM Europium [3rd Floor]
Post-Processing and Visualization of Astrophysical Data with PyPLUTO

Giancarlo Mattia

Talk PyData: Visualisation & Notebooks
COMPLETED Thu, 3:45 PM Palladium [2nd Floor]
On Interventional Generalisation

Andy Kitchen

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Thu, 3:45 PM Titanium [2nd Floor]
Why Did The Model Do That? Debugging the Ghost in the Machine

Cosima Meyer

Talk General: Ethics & Privacy
COMPLETED Thu, 3:45 PM Helium [3rd Floor]
Rediscovering single-node processing: When does it make sense to move from Spark to Polars?

Jonas Böer

Talk PyData: Data Handling & Data Engineering
COMPLETED Thu, 3:45 PM Platinum [2nd Floor]
Restaurants around train stations are bad and I can prove it

Dennis Schulz

Talk PyData: Machine Learning & Deep Learning & Statistics
COMPLETED Thu, 4:20 PM Merck Plenary (Spectrum) [1st Floor]
Closing Session

Plenary No track