# PyCon DE & PyData Berlin 2024 > 81 verified speakers from this event's public agenda. - Location: Berlin, Germany - Date: 2024-04-22 - Event site: https://2024.pycon.de - Agenda we sourced from: https://pretalx.com/pyconde-pydata-2024/schedule/ - Organizer: Python Software Verband e.V. & NumFOCUS ## Verified speakers - [Jon Nordby](https://speakerstrail.com/speakers/jon-nordby) — "Machine Learning on microcontrollers using MicroPython and emlearn" Source: https://pretalx.com/pyconde-pydata-2024/talk/NYHFSB/ - [Theodore Meynard](https://speakerstrail.com/speakers/theodore-meynard) — "DDataflow: An open-source end-to-end testing framework for ML pipelines" Source: https://pretalx.com/pyconde-pydata-2024/talk/8GQLLY/ - [Katharine Jarmul](https://speakerstrail.com/speakers/katharine-jarmul) — "Your Model _Probably_ Memorized the Training Data" Source: https://pretalx.com/pyconde-pydata-2024/talk/BFF9VA/ - [Marco Gorelli](https://speakerstrail.com/speakers/marco-gorelli) — "Polars and Time Series: what it can do, and how to overcome any limitation" Source: https://pretalx.com/pyconde-pydata-2024/talk/LNFSDV/ - [Guillaume Lemaitre](https://speakerstrail.com/speakers/guillaume-lemaitre) — "A Retrieval Augmented Generation system to query the scikit-learn documentation" Source: https://pretalx.com/pyconde-pydata-2024/talk/ZCKQVG/ - [Umut Nefta Kanilmaz](https://speakerstrail.com/speakers/umut-nefta-kanilmaz) — "Analyzing COVID-19 Protest Movements: A Multidimensional Approach Using Geo-Social Media Data" Source: https://pretalx.com/pyconde-pydata-2024/talk/CY97LS/ - [John Sandall](https://speakerstrail.com/speakers/john-sandall) — "Whispered Secrets: Building An Open-Source Tool To Live Transcribe & Summarize Conversations" Source: https://pretalx.com/pyconde-pydata-2024/talk/7898PU/ - [Ines Montani](https://speakerstrail.com/speakers/ines-montani) — "The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs" Source: https://pretalx.com/pyconde-pydata-2024/talk/QYPLJE/ - [Manish Saraswat](https://speakerstrail.com/speakers/manish-saraswat) — "Better search relevance using Learning to Rank at mobile.de" Source: https://pretalx.com/pyconde-pydata-2024/talk/LMMM7D/ - [Silvano Cerza](https://speakerstrail.com/speakers/silvano-cerza) — "Haystack 2.0: the story of a rewrite" Source: https://pretalx.com/pyconde-pydata-2024/talk/GLXJPC/ - [Florian Roscheck](https://speakerstrail.com/speakers/florian-roscheck) — "From idea to production in a day: Leveraging Azure ML and Streamlit to build and user test machine learning ideas quickly" Source: https://pretalx.com/pyconde-pydata-2024/talk/GVTJW8/ - [Uwe L. Korn](https://speakerstrail.com/speakers/uwe-l-korn) — "Going beyond Parquet's default settings – be surprised what you can get" Source: https://pretalx.com/pyconde-pydata-2024/talk/SQUNWS/ - [Ignacio Vergara](https://speakerstrail.com/speakers/ignacio-vergara) — "Bridging the Gap: From Analytical Models to Operational Success" Source: https://pretalx.com/pyconde-pydata-2024/talk/XNY3HX/ - [Nick Harmening](https://speakerstrail.com/speakers/nick-harmening) — "Bridging the Gap: From Analytical Models to Operational Success" Source: https://pretalx.com/pyconde-pydata-2024/talk/XNY3HX/ - [Gregor Bauer](https://speakerstrail.com/speakers/gregor-bauer) — "Select ML from Databases" Source: https://pretalx.com/pyconde-pydata-2024/talk/RBNJRK/ - [Miguel de Benito Delgado](https://speakerstrail.com/speakers/miguel-de-benito-delgado) — "Data valuation for machine learning" Source: https://pretalx.com/pyconde-pydata-2024/talk/WNHAG8/ - [Kristof Schröder](https://speakerstrail.com/speakers/kristof-schroder) — "Data valuation for machine learning" Source: https://pretalx.com/pyconde-pydata-2024/talk/WNHAG8/ - [Juan Orduz](https://speakerstrail.com/speakers/juan-orduz) — "A conceptual and practical introduction to Hilbert Space Gaussian Process (HSGP) approximation methods" Source: https://pretalx.com/pyconde-pydata-2024/talk/YWUZW9/ - [Noé Achache](https://speakerstrail.com/speakers/noe-achache) — "RAG for a medical company: the technical and product challenges" Source: https://pretalx.com/pyconde-pydata-2024/talk/XMKREA/ - [Robson Junior](https://speakerstrail.com/speakers/robson-junior) — "The pragmatic Pythonic data engineer" Source: https://pretalx.com/pyconde-pydata-2024/talk/NYFVLM/ - [Charles Truong](https://speakerstrail.com/speakers/charles-truong) — "Everything you need to know about change-point detection" Source: https://pretalx.com/pyconde-pydata-2024/talk/ZKYA9W/ - [Usman Gohar](https://speakerstrail.com/speakers/usman-gohar) — "Using LLMs to Create Knowledge Graphs From a Large Corpus of Parliamentary Debates" Source: https://pretalx.com/pyconde-pydata-2024/talk/LWWQ9U/ - [Lea Petters](https://speakerstrail.com/speakers/lea-petters) — "Best of both worlds - How we built an AI-aided content creation tool for language learning" Source: https://pretalx.com/pyconde-pydata-2024/talk/Y3FLEH/ - [Hector Hernandez](https://speakerstrail.com/speakers/hector-hernandez) — "Best of both worlds - How we built an AI-aided content creation tool for language learning" Source: https://pretalx.com/pyconde-pydata-2024/talk/Y3FLEH/ - [Christian Leschinski](https://speakerstrail.com/speakers/christian-leschinski) — "Tailored and Trending: Key learnings from 3 years of news recommendations" Source: https://pretalx.com/pyconde-pydata-2024/talk/XDQNCR/ - [Tun Shwe](https://speakerstrail.com/speakers/tun-shwe) — "Moving from Offline to Online Machine Learning with River" Source: https://pretalx.com/pyconde-pydata-2024/talk/G9S3MR/ - [Nataliia Kees](https://speakerstrail.com/speakers/nataliia-kees) — "Put your RAG to the test: Component-per-component evaluation of our LLM-powered airplane manufacturing assistant" Source: https://pretalx.com/pyconde-pydata-2024/talk/WEVXJS/ - [Aleksey Veresov](https://speakerstrail.com/speakers/aleksey-veresov) — "Build TikTok's Personalized Real-Time Recommendation System in Python with Hopsworks" Source: https://pretalx.com/pyconde-pydata-2024/talk/DPGRGW/ - [Pavithra Eswaramoorthy](https://speakerstrail.com/speakers/pavithra-eswaramoorthy) — "Build an AI Document Inquiry Chat with Offline LLMs" Source: https://pretalx.com/pyconde-pydata-2024/talk/WPKRCT/ - [Philip Meier](https://speakerstrail.com/speakers/philip-meier) — "Build an AI Document Inquiry Chat with Offline LLMs" Source: https://pretalx.com/pyconde-pydata-2024/talk/WPKRCT/ - [Hannes Mühleisen](https://speakerstrail.com/speakers/hannes-muhleisen) — "Keynote - Safe Space or Trap? Creating Software like DuckDB in Academic Institutions" Source: https://pretalx.com/pyconde-pydata-2024/talk/HKFN8J/ - [Ferdinand Schenck](https://speakerstrail.com/speakers/ferdinand-schenck) — "🌳 The taller the tree, the harder the fall. Determining tree height from space using Deep Learning and very high resolution satellite imagery 🛰️" Source: https://pretalx.com/pyconde-pydata-2024/talk/ZFXZHG/ - [Thomas Fraunholz](https://speakerstrail.com/speakers/thomas-fraunholz) — "Unlock the Power of Dev Containers: Build a Consistent Python Development Environment in Seconds!" Source: https://pretalx.com/pyconde-pydata-2024/talk/UG8THG/ - [Javier de la Rúa Martínez](https://speakerstrail.com/speakers/javier-de-la-rua-martinez) — "Build a personalized Bitcoin (BTC) virtual assistant in Python with Hopsworks and LLM function calling" Source: https://pretalx.com/pyconde-pydata-2024/talk/JRRET3/ - [Alexander Meier](https://speakerstrail.com/speakers/alexander-meier) — "Tackling the Cold Start Challenge in Demand Forecasting" Source: https://pretalx.com/pyconde-pydata-2024/talk/H3X3AX/ - [Daria Mokrytska](https://speakerstrail.com/speakers/daria-mokrytska) — "Tackling the Cold Start Challenge in Demand Forecasting" Source: https://pretalx.com/pyconde-pydata-2024/talk/H3X3AX/ - [Mirza Klimenta](https://speakerstrail.com/speakers/mirza-klimenta) — "Content Recommendation with Graphs: From Basic Walks to Neural Networks" Source: https://pretalx.com/pyconde-pydata-2024/talk/RD9SU8/ - [Marcel Kurovski](https://speakerstrail.com/speakers/marcel-kurovski) — "Personalizing Carousel Ranking on Wolt's Discovery Page: A Hierarchical Multi-Armed Bandit Approach" Source: https://pretalx.com/pyconde-pydata-2024/talk/7J7LEB/ - [Steffen Klempau](https://speakerstrail.com/speakers/steffen-klempau) — "Personalizing Carousel Ranking on Wolt's Discovery Page: A Hierarchical Multi-Armed Bandit Approach" Source: https://pretalx.com/pyconde-pydata-2024/talk/7J7LEB/ - [Philipp Millet](https://speakerstrail.com/speakers/philipp-millet) — "Time series anomaly detection with a human-in-the-loop" Source: https://pretalx.com/pyconde-pydata-2024/talk/CMMJPN/ - [Adrian Boguszewski](https://speakerstrail.com/speakers/adrian-boguszewski) — "Cloud? No Thanks! I’m Gonna Run GenAI on My AI PC" Source: https://pretalx.com/pyconde-pydata-2024/talk/BNFLZB/ - [Dmitriy Pastushenkov](https://speakerstrail.com/speakers/dmitriy-pastushenkov) — "Cloud? No Thanks! I’m Gonna Run GenAI on My AI PC" Source: https://pretalx.com/pyconde-pydata-2024/talk/BNFLZB/ - [Lev Konstantinovskiy](https://speakerstrail.com/speakers/lev-konstantinovskiy) — "Building Professional Voice AI with Vocode" Source: https://pretalx.com/pyconde-pydata-2024/talk/8W7RPP/ - [Daryna Dementieva](https://speakerstrail.com/speakers/daryna-dementieva) — "How to Do Monolingual, Multilingual, and Cross-lingual Text Classification in April, 2024" Source: https://pretalx.com/pyconde-pydata-2024/talk/RLCLBB/ - [Nicolas Guenon des Mesnards](https://speakerstrail.com/speakers/nicolas-guenon-des-mesnards) — "Would you rely on ChatGPT to dial 911? A talk on balancing determinism and probabilism in production machine learning systems" Source: https://pretalx.com/pyconde-pydata-2024/talk/YPKKQF/ - [Florian Jetter](https://speakerstrail.com/speakers/florian-jetter) — "Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars" Source: https://pretalx.com/pyconde-pydata-2024/talk/N9DEVW/ - [Patrick Hoefler](https://speakerstrail.com/speakers/patrick-hoefler) — "Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars" Source: https://pretalx.com/pyconde-pydata-2024/talk/N9DEVW/ - [Gunar Maiwald](https://speakerstrail.com/speakers/gunar-maiwald) — "The key to reliability - Testing in the field of ML-Ops" Source: https://pretalx.com/pyconde-pydata-2024/talk/9PZSBS/ - [Tobias Senst](https://speakerstrail.com/speakers/tobias-senst) — "The key to reliability - Testing in the field of ML-Ops" Source: https://pretalx.com/pyconde-pydata-2024/talk/9PZSBS/ - [Olamilekan Wahab](https://speakerstrail.com/speakers/olamilekan-wahab) — "The evolution of Feature Stores" Source: https://pretalx.com/pyconde-pydata-2024/talk/BNCJPV/ - [Martin Hoermann](https://speakerstrail.com/speakers/martin-hoermann) — "Encoding Charactersets - may the force be with you" Source: https://pretalx.com/pyconde-pydata-2024/talk/RRAZ99/ - [Rosa Marie Keller](https://speakerstrail.com/speakers/rosa-marie-keller) — "(Un)leashed potential of AI in Government" Source: https://pretalx.com/pyconde-pydata-2024/talk/Y3Y78W/ - [Jean Machado](https://speakerstrail.com/speakers/jean-machado) — "DDataflow: An open-source end-to-end testing framework for ML pipelines" Source: https://pretalx.com/pyconde-pydata-2024/talk/8GQLLY/ - [Emma Haley](https://speakerstrail.com/speakers/emma-haley) — "From LLM as oracle to LLM as translator - our journey from theory to everyday’s practice in a corporate setting with dmGPT (and python)" Source: https://pretalx.com/pyconde-pydata-2024/talk/P3GRLG/ - [Niklas Lederer](https://speakerstrail.com/speakers/niklas-lederer) — "From LLM as oracle to LLM as translator - our journey from theory to everyday’s practice in a corporate setting with dmGPT (and python)" Source: https://pretalx.com/pyconde-pydata-2024/talk/P3GRLG/ - [John Robert](https://speakerstrail.com/speakers/john-robert) — "Safeguarding Privacy and Mitigating Vulnerabilities: Navigating Security Challenges in Generative AI" Source: https://pretalx.com/pyconde-pydata-2024/talk/MTVWQM/ - [Daniel Klitzke](https://speakerstrail.com/speakers/daniel-klitzke) — "Breaking AI Boundaries: Fairness Metrics in Unstructured Data Domains" Source: https://pretalx.com/pyconde-pydata-2024/talk/QLXUHY/ - [Oliver Schacht](https://speakerstrail.com/speakers/oliver-schacht) — "Using ML to find out the "Why"? A Tutorial in Causal Machine Learning" Source: https://pretalx.com/pyconde-pydata-2024/talk/RMZLKZ/ - [Jan Teichert-Kluge](https://speakerstrail.com/speakers/jan-teichert-kluge) — "Using ML to find out the "Why"? A Tutorial in Causal Machine Learning" Source: https://pretalx.com/pyconde-pydata-2024/talk/RMZLKZ/ - [Stefan Ulbrich](https://speakerstrail.com/speakers/stefan-ulbrich) — "Performant, scientific computation in Python and Rust" Source: https://pretalx.com/pyconde-pydata-2024/talk/XBUHCK/ - [Valerio Maggio](https://speakerstrail.com/speakers/valerio-maggio) — "Boost your Data Science skills with the new Python in Excel" Source: https://pretalx.com/pyconde-pydata-2024/talk/UPSJEM/ - [Ricardo Baeza-Yates](https://speakerstrail.com/speakers/ricardo-baeza-yates) — "Keynote - Ten Key Questions that a Company Should Ask to have Responsible AI" Source: https://pretalx.com/pyconde-pydata-2024/talk/PLRERM/ - [Dishant Sethi](https://speakerstrail.com/speakers/dishant-sethi) — "I achieved peak performance in python, here's how ..." Source: https://pretalx.com/pyconde-pydata-2024/talk/RKDSK7/ - [Robert Luce](https://speakerstrail.com/speakers/robert-luce) — "Prescriptive Analytics in the Python Ecosystem with Gurobi" Source: https://pretalx.com/pyconde-pydata-2024/talk/KCYDM9/ - [Jamie Coombes](https://speakerstrail.com/speakers/jamie-coombes) — "Mojo 🔥 - Is it Python's faster cousin or just hype?" Source: https://pretalx.com/pyconde-pydata-2024/talk/DG8G7Q/ - [Julian Wagenschütz](https://speakerstrail.com/speakers/julian-wagenschutz) — "There is a Better Way to Automate and Manage Your (Fluid) Simulations" Source: https://pretalx.com/pyconde-pydata-2024/talk/ML99UB/ - [Tim Elfrink](https://speakerstrail.com/speakers/tim-elfrink) — "Beyond Deployment: Exploring Machine Learning Inference Architectures and Patterns" Source: https://pretalx.com/pyconde-pydata-2024/talk/ZLDMGM/ - [Michael Panchenko](https://speakerstrail.com/speakers/michael-panchenko) — "Reinforcement Learning: Bridging The Gap Between Research and Applications" Source: https://pretalx.com/pyconde-pydata-2024/talk/SSKV9R/ - [Robert Meyer](https://speakerstrail.com/speakers/robert-meyer) — "Climate Crisis in Numbers", "Lessons learned from deploying Machine Learning in an old-fashioned heavy industry" Source: https://pretalx.com/pyconde-pydata-2024/talk/GNK3PV/ - [Andrei Chernov](https://speakerstrail.com/speakers/andrei-chernov) — "FlixBus CitySnap: How we use GenAI and not only to collect captivating images for cities and confirm their locations" Source: https://pretalx.com/pyconde-pydata-2024/talk/ECCJAG/ - [Lisa Reiber](https://speakerstrail.com/speakers/lisa-reiber) — "Public Money, Public Experiment - open source processes in the public administration" Source: https://pretalx.com/pyconde-pydata-2024/talk/DEKGYM/ - [Bilge Yücel](https://speakerstrail.com/speakers/bilge-yucel) — "Improve LLM-based Applications with Fallback Mechanisms" Source: https://pretalx.com/pyconde-pydata-2024/talk/QCNXLW/ - [Marc Palyart](https://speakerstrail.com/speakers/marc-palyart) — "Is GenAI All You Need to Classify Text? Some Learnings from the Trenches" Source: https://pretalx.com/pyconde-pydata-2024/talk/CWUQF3/ - [Kateryna Budzyak](https://speakerstrail.com/speakers/kateryna-budzyak) — "Is GenAI All You Need to Classify Text? Some Learnings from the Trenches" Source: https://pretalx.com/pyconde-pydata-2024/talk/CWUQF3/ - [Lisa Andreevna Chalaguine](https://speakerstrail.com/speakers/lisa-andreevna-chalaguine) — "Can ChatGPT convince you to get a COVID19 vaccine? Comparing ChatGPT to an expert system - which one is more convincing?" Source: https://pretalx.com/pyconde-pydata-2024/talk/BJUQ9E/ - [Anuun Chinbat](https://speakerstrail.com/speakers/anuun-chinbat) — "The Struggles We Skipped: Data Engineering for the TikTok Generation" Source: https://pretalx.com/pyconde-pydata-2024/talk/DWGV7W/ - [Hiba Jamal](https://speakerstrail.com/speakers/hiba-jamal) — "The Struggles We Skipped: Data Engineering for the TikTok Generation" Source: https://pretalx.com/pyconde-pydata-2024/talk/DWGV7W/ - [Darina Goldin](https://speakerstrail.com/speakers/darina-goldin) — "Lose your fear of equations!" Source: https://pretalx.com/pyconde-pydata-2024/talk/SYJE7B/ - [Joris Van den Bossche](https://speakerstrail.com/speakers/joris-van-den-bossche) — "A deep dive into the Arrow Columnar format with pyarrow and nanoarrow" Source: https://pretalx.com/pyconde-pydata-2024/talk/LERYUY/ - [Raúl Cumplido Domínguez](https://speakerstrail.com/speakers/raul-cumplido-dominguez) — "A deep dive into the Arrow Columnar format with pyarrow and nanoarrow" Source: https://pretalx.com/pyconde-pydata-2024/talk/LERYUY/ - [Alenka Frim](https://speakerstrail.com/speakers/alenka-frim) — "A deep dive into the Arrow Columnar format with pyarrow and nanoarrow" Source: https://pretalx.com/pyconde-pydata-2024/talk/LERYUY/ JSON: https://speakerstrail.com/api/v1/events/pyconde-pydata-2024 --- Machine-readable index: [/llms.txt](https://speakerstrail.com/llms.txt) · API spec: [/openapi.json](https://speakerstrail.com/openapi.json) · API docs: [/docs/api](https://speakerstrail.com/docs/api) · Sitemap: [/sitemap-index.xml](https://speakerstrail.com/sitemap-index.xml)