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Talks

From Wednesday to Friday you can enjoy 118 talks in 6 parallel tracks.

Below there is a list of all the talks that were accepted from our CFP.

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List of Talks by Track

Arts, Crafts Culture & Demos (2024)

  1. Animations from first principles

    Speakers: Rodrigo Girão Serrão

  2. I reverse engineered a work of art, and this is what I learned

    Speakers: Yair Galler

Career, Life, Health (2024)

  1. The Imposter Staff Engineer’s Journey to Leadership

    Speakers: Manivannan Selvaraj

  2. Why communication is the best skill you can develop as a programmer

    Speakers: Miriam Forner

  3. Navigating Tech Leadership: Challenges and Strategies

    Speakers: Çağıl Uluşahin Sönmez

DevOps and Infrastructure (Cloud & Hardware) (2024)

  1. Streamlining Testing in a Large Python Codebase

    Speakers: Jimmy Lai

  2. Unlock the Power of Dev Containers: Consistent Environments in Seconds!

    Speakers: Thomas Fraunholz

  3. Containerize your Python apps like it's 2024

    Speakers: Jan Smitka

  4. A Tale of Scaling Observability

    Speakers: Toomas Ormisson

Education, Community & Diversity (2024)

  1. When and how to start coding with kids

    Speakers: Anna-Lena Popkes

  2. Many ways to be a Python contributor

    Speakers: Paolo Melchiorre

  3. CompiledPoem.py: Teaching about diversity and Python through poem

    Speakers: Soraya Roberta

  4. Effective Strategies for Disability Inclusion in Open Source Communities

    Speakers: Brayan Kai Mwanyumba

  5. Neurodiversity in the IT industry. Why do YOU need to know more about it?

    Speakers: Amelia Walter-Dzikowska

Ethics, Philosophy & Politics (2024)

  1. ... and justice for AIl

    Speakers: Martina Guttau-Zielke

PyData: Data Engineering (2024)

  1. Don't fix bad data, do this instead

    Speakers: Martina Ivanicova

  2. Profile, Optimize, Repeat: One Core Is All You Need™

    Speakers: Valentin Nieper, Jonathan Striebel

  3. Exploring Apache Iceberg: A Modern Data Lake Stack

    Speakers: Gowthami Bhogireddy

  4. From built-in concurrency primitives to large scale distributed computing

    Speakers: Jakub Urban

  5. Data pipelines with Celery: modular, signal-driven and manageable

    Speakers: Marin Aglić Čuvić

  6. The rise of the YAML engineer

    Speakers: Matthieu Caneill

  7. DBT & Python - How to write reusable and testable pipelines

    Speakers: Florian Stefan

  8. Impersonation in Data Engineering: No More Credentials in Your Code!

    Speakers: Marian Špilka

PyData: Deep Learning, NLP, CV (2024)

  1. Deconstructing the text embedding models

    Speakers: Kacper Łukawski

  2. State-of-the-art image generation for the masses with Diffusers

    Speakers: Sayak Paul

  3. From Text to Context: How We Introduced a Modern Hybrid Search

    Speakers: Ansgar Gruene, Dharin Shah

  4. Scikit-LLM: Beginner Friendly NLP Using LLMs

    Speakers: Iryna Kondrashchenko, Oleh Kostromin

  5. Automate Your Kitchen with Python & Applied AI

    Speakers: Sena Sahin

  6. Earth Observation through Large Vision Models

    Speakers: Mayank Khanduja

  7. Unlocking Mixture of Experts : From 1 Know-it-all to group of Jedi Masters

    Speakers: Pranjal Biyani

PyData: LLMs (2024)

  1. Fine-tuning large models on local hardware

    Speakers: Benjamin Bossan

  2. Forecasting the future with EarthPT

    Speakers: Mike Smith

  3. Representation is King: The Journey to Quality Dialog Embeddings

    Speakers: Adam Zíka

  4. Which LLM said that? - watermarking generated text

    Speakers: Adam Kaczmarek

  5. Lies, damned lies and large language models

    Speakers: Jodie Burchell

  6. Is RAG all you need? A look at the limits of retrieval augmented generation

    Speakers: Sara Zanzottera

  7. Fundamentals of Retrieval Augmented Generation

    Speakers: Catalin Hanga

PyData: Machine Learning, Stats (2024)

  1. PySyft: Data Science on data you are not allowed to see

    Speakers: Valerio Maggio

  2. Behind the Scenes of an Ads Prediction System

    Speakers: Bunmi Akinremi

  3. One analysis a day keeps anomalies away!

    Speakers: Madalina Ciortan

  4. How we used vectorization for 1000x Python speedups (no C or Spark needed!)

    Speakers: Jonathan Hollenbeck, Justine Wezenaar

PyData: Research & Applications (2024)

  1. Creating Your Own Extensions for JupyterLab

    Speakers: Daniel Goldfarb

  2. MLtraq: Track your ML/AI experiments at hyperspeed

    Speakers: Michele Dallachiesa

  3. NLP Application in Cases of Violence Against Women

    Speakers: Deborah Foroni

  4. ​​Encrypted computing in Python using OpenFHE

    Speakers: Sukanya Mandal

  5. Building Scalable Multimodal Search Applications with Python

    Speakers: Zain Hasan

PyData: Software Packages & Jupyter (2024)

  1. Caching for Jupyter Notebooks

    Speakers: Lauris Jullien

  2. GeoPandas 1.0 and beyond

    Speakers: Martin Fleischmann

  3. The PyArrow revolution in Pandas

    Speakers: Reuven M. Lerner

Python Internals & Ecosystem (2024)

  1. Demystifying AsyncIO: Building Your Own Event Loop in Python

    Speakers: Arthur Pastel

  2. You are sharing your code wrong (and what to do about it)

    Speakers: Jeremiah Paige

  3. The truth about objects

    Speakers: Naomi Ceder

  4. Python in Parallel: Sub-Interpreters vs. NoGIL vs. Multiprocessing

    Speakers: Samet Yaslan

  5. Is it me or Python memory management?

    Speakers: Yuliia Barabash, Laysa Uchoa

  6. Async Await: Mastering Python's Time-Bending Tricks

    Speakers: Bojan Miletic

  7. Python Unplugged: Mining for Hidden 'Batteries

    Speakers: Torsten Zielke

  8. Enhancing Decorators with Type Annotations: Techniques and Best Practices

    Speakers: Koudai Aono

  9. Move the Python ecosystem to the stable ABI

    Speakers: Victor Stinner

  10. Demystify Python Types for PEP 729

    Speakers: Kir Chou

  11. Those annotations can have things other than typing?!

    Speakers: Mattijs Ugen

  12. PEP 683: Immortal Objects - A new approach for memory managing

    Speakers: Vinícius Gubiani Ferreira

  13. From Diamonds to Mixins: Demystifying Multiple Inheritance in Python

    Speakers: Ariel Ortiz

  14. Cython and the Limited API

    Speakers: David Woods

  15. GraalPy - Fast Python Implementation

    Speakers: Štěpán Šindelář, Tim Felgentreff

  16. Start strong!

    Speakers: Honza Král

  17. Tackling Thread Safety in Python

    Speakers: Jothir Adithyan, Adarsh Divakaran

  18. How to Build a Python-to-C++ Compiler out of Spare Parts - and Why

    Speakers: Xavier Thompson

  19. Tales from the abyss: some of the most obscure CPython bugs

    Speakers: Pablo Galindo Salgado

  20. Python’s Journey: From Upstream to Enterprise

    Speakers: Lumír Balhar

  21. SPy (Static Python) lang: fast as C, Pythonic as Python

    Speakers: Antonio Cuni

Python Libraries & Tooling (2024)

  1. Rapid Prototyping & Proof of Concepts: Django is all we need

    Speakers: Radoslav Georgiev

  2. Multimedia processing with FFMpeg and Python

    Speakers: Michał Rokita

  3. Building Event-Driven Python service using FastStream and AsyncAPI

    Speakers: Abhinand C

  4. A Tour of Synchronization Primitives in Python

    Speakers: Zach Muncaster

  5. Accelerating Python with Rust: The PyO3 Revolution

    Speakers: Roshan R Chandar

  6. Deadcode - a tool to find and fix unused (dead) Python code

    Speakers: Albertas Gimbutas

  7. Shipping ready-to-run Python apps without the need to install Python

    Speakers: Marc-André Lemburg

  8. How we sped up NumPy’s string operations for NumPy 2.0

    Speakers: Lysandros Nikolaou

  9. Keeping your projects nice and clean

    Speakers: Jan Musílek

  10. Autoinstrumentation Adventures: enhancing Python apps with OpenTelemetry

    Speakers: Israel Blancas

  11. PEP 639 - Towards licensing standardization in Python packaging

    Speakers: Karolina Surma

  12. How I used pgvector and PostgreSQL® to find pictures of me at a party

    Speakers: Tibs

  13. Invent with PyScript

    Speakers: Nicholas Tollervey, Josh Lowe

Security (2024)

  1. Counting down for CRA - updates and expectations

    Speakers: Cheuk Ting Ho, Deb Nicholson

  2. It’s happening: TUF joins PyPI (Warehouse)

    Speakers: Kairo de Araujo, Lukas Pühringer

  3. Automatic trusted publishing with PyPI

    Speakers: Facundo Tuesca

  4. Zero Trust APIs with Python

    Speakers: Jose Haro Peralta

  5. Best practices for securely consuming open source in Python

    Speakers: Ciara Carey

  6. logger.info(f"Don't Give all your {secrets} away")

    Speakers: Tamar Galer

Software Engineering & Architecture (2024)

  1. Learning to code in the age of AI

    Speakers: Sheena O'Connell

  2. Mastering Design Patterns: Crafting Elegant Solutions with a Confidence

    Speakers: Petr Balogh

  3. The Art of the Pull Request

    Speakers: Ben Lomax

  4. Writing Python like it's Rust - more robust code with type hints

    Speakers: Jakub Beránek

  5. How to sell a big refactor or rewrite to the business?

    Speakers: Ivett Ördög

  6. Adventures in not writing tests

    Speakers: Andy Fundinger

  7. Python on the Rocks: Crafting a Smooth Blend with RocksDB

    Speakers: Ria Bhatia

  8. Insights and Experiences of Packaging Python Binary Extensions

    Speakers: Goran Jelic-Cizmek

  9. Designing Config Files: The Conflicting Needs of Programmers and Users

    Speakers: Steven Pool

  10. Event Sourcing in production

    Speakers: Borjan Tchakaloff

  11. Enterprise Python: Software That Lives Long And Prosper

    Speakers: Alvaro Duran

  12. Python Observability Perfected: Advanced Techniques with OpenTelemetry

    Speakers: Anton Caceres

Testing and QA (2024)

  1. Pytest Design Patterns

    Speakers: Miloslav Pojman

  2. Test java and C applications with python

    Speakers: Roberto Polli

  3. RPA, TDD, and Embedded: A world glued together with Python!

    Speakers: Javier Alonso

  4. Mutation Testing in Python with Cosmic Ray

    Speakers: Austin Bingham

Web technologies (2024)

  1. FastUI - panacea or pipe dream?

    Speakers: Samuel Colvin

  2. An alternative view on the OpenAPI documentation.

    Speakers: Maxim Danilov

  3. DFD(Documentation-First Development) with FastAPI

    Speakers: Taehyun Lee

  4. FastAPI Internals

    Speakers: Marcelo Trylesinski

  5. Aggregating data in Django using database views

    Speakers: Mikuláš Poul

  6. How to deliver 3x faster with effective API design

    Speakers: Michal Cyprian

~ None of these topics (2024)

  1. Intellectual Property Law 101

    Speakers: Anwesha Das

  2. How to destroy the world using Python and a synthetic virus

    Speakers: Helena Gómez Pozo, Marina Moro López