Conference Schedule

9:00 12:30 1:30 5:00

Build your first MCP server in Python

Pamela Fox

Room 101A

Your First Machine Learning Models - How to Build Them in Scikit-learn

Corey Wade

Room 102B

Python Performance Lab: Sharpening Your Instincts

Arthur Pastel, Adrien Cacciaguerra

Room 102A

All about decorators

Reuven M. Lerner

Room 101B

Break

Implementing RAG in Python: Build a Retrieval-Augmented Generation System

Isabel Michel

Room 102B

SQL, Mappers, and ORMs: Database Abstractions in Python

Mario Munoz

Room 102A

Practical Software Testing with Python

Paul Zuradzki

Room 101B

Lazy Looping in Practice: Building and Using Generators and Iterators

Trey Hunner

Room 102C

9:00 12:30 1:30 4:30 5:00 7:00

Going from Notebooks to Production Code

Catherine Nelson, Robert Masson

Room 101A

The How and Why of Object-oriented Programming in Python

Mike Müller

Room 102B

Show off your data: Interactive dashboards in Python

Daniel Chen

Room 102A

Writing Pythonic Code: Features That Make Python Powerful

Mason Egger

Room 101B

When KPIs Go Weird: Anomaly Detection with Python

Juliana Ferreira Alves

Room 102C

Lunch (Hall C)

Thinking in Arrays: An Introduction to Array-Oriented Programming

Iason Krommydas

Room 101A

Testing Python Websites

Shauna Gordon-McKeon

Room 102B

Thinking of Topic Modeling as Search

Kas Stohr

Room 102A

One Pixel at a Time: DIY Image Manipulation with Pillow for Fun and Profit

Ariel Ortiz

Room 101B

Python for Absolute Beginners

Al Sweigart

Room 102C

Newcomer Orientation (Pacific Ballroom - Arena)

Opening Reception (Hall AB)

9:30 10:30 11:30 12:30 1:30 3:30 4:30

Vibe Cloud to production with Gemini (Sponsor: Google)

Fran Hinkelmann, Peter Danenberg

Room 201B

From Cheese Shop to Fortress: Building Secure, Production-Ready Python Wheels (Sponsor: Chainguard)

Patrick Smyth, dann frazier

Room 202A

Building AI Inference PIpelines in Python (Sponsor: NVIDIA)

Andy Terrel

Room 201B

Lunch (Hall C)

The Ultimate Guide to Vibe Engineering with Streamlit (Sponsor: Snowflake)

Chanin Nantasenamat

Room 202A

11:30 12:30 1:30 2:30 3:00 4:00

Pydantic Monty: Wild LLMs, from tool calling to computer use (Sponsor: Pydantic)

Samuel Colvin

Room 201B

Lunch (Hall AB)

Building a New Approach to Enterprise Python Libraries (Sponsor: Capital One)

Dan Furman, David Hoover

Room 201B

Text2SQL: From Academic Benchmarks to Self-Service Analytics (Sponsor: JetBrains)

Artem Trofimov

Room 201B

7:30 9:00 9:25 9:45 10:30 11:00 11:30 11:45 12:15 12:30 1:00 1:15 1:45 2:00 2:30 2:45 3:15 3:30 4:00 4:30 5:00 5:15 5:45 6:00 7:00

Coffee (Outside Hall AB)

Welcome (Pacific Ballroom - Arena)

PSF Welcome (Pacific Ballroom - Arena)

Keynote — Lin Qiao (Pacific Ballroom - Arena)

Break

AI

AI-Assisted Contributions and Maintainer Load

Paolo Melchiorre

Grand Ballroom A

I Accidentally Built a Monitoring System While Trying to Debug a Memory Leak

Goutam Tiwari

Grand Ballroom B

Mind the gap! Why static typing requires more than just adding annotations

Jia Chen, Steven Troxler

Room 103ABC

GPU Communications for Python

Benjamin Glick

Room 104AB

Charlas

Logs, llanto y feature flags: historias de código en modo supervivencia

Laura Meng

Room 104C

AI

AI-Powered Python Education : Towards Adaptive and Inclusive Learning

Sonny Mupfuni

Grand Ballroom A

How to give your Python code to someone else

Russell Keith-Magee

Grand Ballroom B

PEP 750 - T-strings: safer and smarter string processing

Vinícius Gubiani Ferreira

Room 103ABC

How many spoons does your environment cost: Feat. demos breaking and the human element of your broken env

Dawn Wages

Room 104AB

Charlas

El texto no es texto: historia de las strings en Python

Daniel Hervás

Room 104C

AI

Making African Languages Visible: A Python-Based Guide to Low-Resource Language ID

Gift Ojeabulu

Grand Ballroom A

Cron Is Dead: Smarter Task Scheduling for Modern Python Apps

Ken Alger

Grand Ballroom B

What's so hard about writing a type checker? A tour of ty

Carl Meyer

Room 103ABC

Breaking the Speed Limit: Fast Statistical Models with Python 3.14, Numba, and JAX

Wenxin Jiang, Jian Yin

Room 104AB

Charlas

Cómo Python ayudó a descubrir criminales que se estaban postulando en las elecciones de Brasil

Judite Cypreste

Room 104C

Lunch (Hall AB)

Lunch (Hall AB)

Lunch (Hall AB)

Lunch (Hall AB)

Lunch (Hall AB)

Panel: Fostering better collaboration between the scientific Python community and core Python development

Jonathan Dekhtiar, Michael Droettboom

Grand Ballroom B

Peeking under the hood of uv run

Zanie Blue

Room 104AB

AI

Running Large Language Models on Laptops: Practical Quantization Techniques in Python

Aayush Kumar JVS

Grand Ballroom A

The Bakery: How PEP810 sped up my bread operations business

Jacob Coffee

Room 103ABC

Charlas

Zonas Horarias en Python: Todo lo que ojalá no necesitases

Paul Ganssle

Room 104C

AI

Distributing AI with Python in the Browser: Edge Inference and Flexibility Without Infrastructure

Fabio Pliger

Grand Ballroom A

pathlib: why and how to use it

Trey Hunner

Grand Ballroom B

From Messy Clinical Data to Interoperable FHIR: A Python-First Mapping and Validation Pipeline

Lisa Smith

Room 103ABC

How to port a Python kernel to Pydodide for a blazingly fast in-browser coding experience

Myles Scolnick

Room 104AB

Charlas

Uso de Python para apoyar la traduccion de una lengua indígena en zonas rurales de Bolivia

Iblin Rocio Mocho

Room 104C

AI

Don't Block the Loop: Python Async Patterns for AI Agents

Aditya Mehra

Grand Ballroom A

Free-threaded Python: past, present and future

Thomas Wouters

Grand Ballroom B

Building AI That Explains Itself: Why Your Card Got Declined

Jyoti Yadav

Room 103ABC

From Graveyard to Glory: Production Python in the Browser

Mahmoud Hashemi

Room 104AB

Charlas

Antispoofing en aplicaciones de escritorio: cómo Python resolvió los límites de las tecnologías web

Carlos Jostin León Galeas

Room 104C

Break

AI

What Python Developers Need to Know About Hardware: A Practical Guide to GPU Memory, Kernel Scheduling, and Execution Models

Santosh Appachu Devanira Poovaiah

Grand Ballroom A

Lock-Free Multi-Core Performance with Behavior-Oriented Concurrency

Matthew Johnson

Grand Ballroom B

Why Software Engineering Best Practices Fail in Data Engineering

Constance Martineau

Room 103ABC

Demystifying Python's Generational Garbage Collector

Puneet Khushwani

Room 104AB

Charlas

Python en la nube: Introducción a AWS con Boto3

Alison Orellana-Rios

Room 104C

AI

How to Build Your First Real-Time Voice Agent in Python (Without Losing Your Mind)

Camila Hinojosa Añez, Elizabeth Fuentes

Grand Ballroom A

Demystifying the GIL

Bruce Eckel

Grand Ballroom B

Debugging Python in Production: Practical Techniques Beyond Print Statements

Anshul Jannumahanti

Room 103ABC

Python and the JVM - A Love Story

Shir Havron

Room 104AB

Charlas

“Cuando pip install no es suficiente: amenazas reales y defensas prácticas en Python y PyPI”

Diego Caceres Solis

Room 104C

Lightning Talks

Lightning Talks (Pacific Ballroom - Arena)

7:30 8:00 9:00 9:25 10:05 10:30 11:00 11:15 11:45 12:00 12:30 12:45 1:30 1:45 2:15 2:30 3:00 3:15 3:45 4:15 4:45 5:00 5:30 5:45 6:45

Coffee (Outside Hall AB)

Lightning Talks

Lightning Talks (Pacific Ballroom - Arena)

Diversity & Inclusion Panel (Pacific Ballroom - Arena)

Keynote — Pablo Galindo Salgado, En Español (Pacific Ballroom - Arena)

Break

Python for Humans - Designing Python Code Like a User Interface

Justin Lee

Grand Ballroom A

Conquer multithreaded Python with Blanket

Larry Hastings

Grand Ballroom B

Security

FastAPI Security Patterns: OAuth 2.0, JWTs, and API Keys Done Right

Ian

Room 103ABC

Hash me if you can: let's talk about Python dictionaries!

Mia Bajić

Room 104AB

Charlas

Python como herramienta de movilidad social en comunidades afro y subrepresentadas

Veronica Rodriguez Viveros

Room 104C

Don’t Write Polars Code with a Pandas Accent

Joram Mutenge

Grand Ballroom A

Switching from Sphinx to Markdown

Kattni

Grand Ballroom B

Security

Anatomy of a Phishing Campaign

Mike Fiedler

Room 103ABC

Beyond Optional in Real-World Projects: Missing, None, and Unset

Koudai Aono

Room 104AB

Charlas

Python el puente para la Robótica educativa

Randy Gutierrez

Room 104C

No More Spreadsheets! Building PyLadiesCon Infrastructure with Python and Django

Mariatta

Grand Ballroom A

The Exceptions We Don't Catch in Technical Conversations

Emin Martinian

Grand Ballroom B

Security

Zero Trust in 200ms: Implementing Identity-Per-Transaction with Python and Serverless

Tristan McKinnon

Room 103ABC

The Unseen Pull Request: The Crisis We Don’t Measure

Lokko Joyce Dzifa

Room 104AB

Charlas

¿Cómo Python puede ayudar a detectar señales tempranas en la salud mental universitaria?

Valentina Lazaro

Room 104C

Lunch (Hall AB)

Lunch (Hall AB)

Lunch (Hall AB)

Lunch (Hall AB)

Lunch (Hall AB)

[Yes You Can] Test SQL with Python and Friends

Paul Zuradzki

Grand Ballroom B

The Surprising Effectiveness of Immutable Data Structures

Brett Slatkin

Room 104AB

Create a Python Package: From Zero to Hero

Mario Munoz

Grand Ballroom A

Security

Rust for CPython: Making Python Safer and More Robust for Everyone

Emma Smith

Room 103ABC

Charlas

Interoperabilidad de hardware con Python para sistemas conectados

Hugo Leyton

Room 104C

Beyond Rate Limiting: Adaptive Security for Python Web Applications

Aayush Gauba

Grand Ballroom A

Where the Sidewalk Ends: Data-Driven Urban Safety

Fay Shaw

Grand Ballroom B

Security

Asleep at the Wheel: Getting your SBOMs to pay attention to Python Builds

Sanchit Sahay, Abhishek Reddypalle

Room 103ABC

Using Python Biopharm to Help Cure Cancer

Sushant Singh

Room 104AB

Charlas

Cuando los datos no hablan: Python como intérprete de la supervivencia de las especies

Joyce Beatriz Ferreira da Costa Silva

Room 104C

Tachyon: Python 3.15's sampling profiler is faster than your code

Pablo Galindo Salgado, Laszlo Kiss Kollar

Grand Ballroom A

The art of live process manipulation with Python 3.14's zero-overhead debugging interface

Savannah Ostrowski

Grand Ballroom B

Security

Post-Incident Runtime SBOM Generation from Python Memory

Hala Ali, Andrew Case

Room 103ABC

The Terminal is the New Browser: Building Rich TUIs with Textual

Andres Pineda

Room 104AB

Charlas

Construye aplicaciones web interactivas con Python: Streamlit y Supabase en acción

Nicolas Emir Mejia Agreda

Room 104C

Break

Making Python Faster with Free Threading and Mypyc

Jukka Lehtosalo

Grand Ballroom A

Getting Started with Celery: Building Your First Background Task System in Python

Italo Carvalho Vianelli Ribeiro

Grand Ballroom B

Security

GitHub Actions Security in Python Packages

Andrew Nesbitt

Room 103ABC

Thinking of Topic Modeling as Search

Kas Stohr

Room 104AB

Charlas

El Agent que Convirtió el Caos de On-Call en un Solo Slack Thread

Angelik Laboy Torres

Room 104C

High-Performance LLM Inference in Pure Python with PyTorch Custom Ops

Yineng Zhang

Grand Ballroom A

Upgrading Python CLIs: From Scripts to Interactive Tools

Avik Basu

Grand Ballroom B

Security

Breaking Bad (Packages): Why Traditional Vulnerability Tracking Fails Supply Chain Attacks

Shelby Cunningham, Madison Ficorilli

Room 103ABC

When KPIs Go Weird: Anomaly Detection with Python

Juliana Ferreira Alves

Room 104AB

Charlas

Python a la velocidad de la luz: Un recorrido completo por el ecosistema de CUDA

Daniel Rodriguez

Room 104C

Lightning Talks

Lightning Talks (Pacific Ballroom - Arena)

8:00 9:00 9:45 10:00 12:00 1:00 1:30 1:45 2:15 2:30 3:00 3:15 4:00 4:35 5:05 5:20

Coffee (Outside Hall AB)

Lightning Talks

Lightning Talks (Pacific Ballroom - Arena)

Keynote — amanda casari (Pacific Ballroom - Arena)

PSF - Update from our Security Engineers (Pacific Ballroom - Arena)

Job Fair & Community Showcase (Hall AB)

Posters (Hall AB)

Break

Lunch (Hall AB)

A bridge over (not) troubled waters: Collecting marine data from your couch

Sarah Kaiser

Grand Ballroom A

Brains and Explosions: A Simple VDB Writer for Python

Joachim Pfefferkorn

Grand Ballroom B

Learning Computer Science with Python and Music(21)

Michael Scott Asato Cuthbert

Room 103ABC

From notebooks to scripts: turning one-off analysis into reusable Python code

Rafael Mendes de Jesus

Room 104AB

Running Every Street in Paris with Python and PostGIS

Vinayak Mehta

Grand Ballroom A

Memory management in CPython, fast or slow?

Mark Shannon

Grand Ballroom B

Leading Without Permission: Building Digital Diaspora as an Afro-Latina Woman in Tech

Veronica Rodriguez Viveros

Room 103ABC

Why you, as a Python developer, should learn Rust

Daniel Szoke

Room 104AB

A Shiny for Python Cultural Survival Tool: Training Your Slang Translator

Elizabeth Black

Grand Ballroom A

Taking Iterators Too Far: Writing a PDF from Scratch in Python

Arie Bovenberg

Grand Ballroom B

Fall In Love With CSS

Piper Thunstrom

Room 103ABC

Understanding Python's logging: Combine components like Lego blocks!

nikkie

Room 104AB

Keynote — Rachell Calhoun & Tim Schilling (Pacific Ballroom - Arena)

Steering Council Panel (Pacific Ballroom - Arena)

Python Software Foundation Update (Pacific Ballroom - Arena)

Closing (Pacific Ballroom - Arena)