Confirmed Talks

Browse through all the confirmed talks for PyCon Lithuania 2025. Talks are organized by track. Click on a talk to view more details.

Python Day - Apr 23

    I want to deploy my Flask app on Kubernetes, what are my options?

    Talk
    Speakers: David Andersson
    Prerequisites: Some web application development experience, can be beginner
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    Before you Scale, let's talk SOLID - Significance of Solid Principles as a Prerequisite for Scaling Software Systems

    Talk
    Speakers: Theresa Seyram Agbenyegah
    Prerequisites: Intermediate or Expert
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    Coding Aesthetics: PEP 8, Existing Conventions, and Beyond

    Talk
    Speakers: Shiva Bhusal
    Prerequisites: Just Basic skills and experience with Python programming language should be fine.
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    Code review the right way

    Talk
    Speakers: Andrii Soldatenko
    Prerequisites: just basic ideas about code review
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    Sync or async? Feel the magic of coroutines and the event loop in Django

    Talk
    Speakers: Antonis Kalipetis
    Prerequisites: At least knowing how to code in Python. Knowledge of parallel or concurrent programming might help, but this will still be explained in the beginning.
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    Architecture as Code (AaC) with Python

    Talk
    Speakers: Ruslan Korniichuk
    Prerequisites: There are no prerequisites for attending this talk; everyone is welcome regardless of prior knowledge.
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    The art of yield

    Talk
    Speakers: Maxim Danilov
    Prerequisites: knowlege about lazy evaluations in python
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    Using Trusted Publishing to Ansible release

    Talk
    Speakers: Anwesha Das
    Prerequisites: Not appliacble
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    Beyond the GIL: Python's Evolution and Future Directions

    Talk
    Speakers: Vladas Tamošaitis
    Prerequisites: Python basics
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    Python in 3D computer graphics

    Talk
    Speakers: Jurgis Zagorskas
    Prerequisites: basics of Python
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    Build, Deploy, Monetize: The Future of the Developer Economy

    Workshop
    Speakers: Saurav Jain
    Prerequisites: General Python knowledge
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    Transforming REST APIs with Protobuf: Unlocking Performance and Flexibility

    Talk
    Speakers: Davi Nascimento de Paula
    Prerequisites: Knowledge on REST APIs
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    FastDjango: Conjuring Powerful APIs with the Sorcery of Django Ninja

    Talk
    Speakers: Julius Boakye
    Prerequisites: Python basics, django basics
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    Read Your Stocks Via Screenshots

    Talk
    Speakers: Ąžuolas Krušna
    Prerequisites: Basic Python skills
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    Multiplatform testing with Python

    Talk
    Speakers: Neyts Zupan
    Prerequisites: Experience with testing
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    Investing: Technical Analysis libraries in Python

    Workshop
    Speakers: Ruslan Korniichuk
    Prerequisites: There are no prerequisites for attending this workshop; everyone is welcome regardless of prior knowledge.
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    Do Repeat Yourself

    Talk
    Speakers: Donatas Rasiukevičius
    Prerequisites: Very basic knowledge of python
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    Let the Robots Test: Acceptance Test-Driven Development (ATDD) with Robot Framework

    Talk
    Speakers: Stefan Kraus
    Prerequisites: Testing, BDD, ATDD
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    Oxylabs sponsored talk

    Talk
    Speakers:
    Prerequisites: placeholder
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    Migrating billions records from SQL to NoSQL using continuous migration technique with PySpark and DataProc.

    Talk
    Speakers: Piti Champeethong
    Prerequisites: Python in beginner level, Cloud usage experience in beginner level.
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    Inside the Black Box: The Anatomy of Virtual Environments

    Talk
    Speakers: Daniel Hervás
    Prerequisites: No previous skills or specific knowledge is required to enjoy the talk.
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    What We Can Learn from Exemplary Python Documentation

    Workshop
    Speakers: Christian Heitzmann
    Prerequisites: Set up Sphinx documentation generator, which I can provide in written form beforehand.
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Data Day - Apr 24

    Python on the Pitch: How Germany will win World Cup 2026

    Talk
    Speakers: Ruslan Korniichuk
    Prerequisites: Everyone is welcome regardless of prior knowledge. Real lovers of football are especially encouraged to join, and for fans of the Germany national football team, participation is practically obligatory!
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    Working for a Faster World: Accelerating Data Science with Less Resources

    Talk
    Speakers: Stefan Kraus, Maximilian Lattka
    Prerequisites: Pandas, Data Science, Panel
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    Unlocking Probability Distributions with Python

    Workshop
    Speakers: Elvis Kwabena Asare Nkrumah
    Prerequisites: Anaconda/Jupyter Notebook
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    Accelerating privacy-enhancing data processing

    Talk
    Speakers: Florian Stefan
    Prerequisites: We expect participants to have some experience with data warehouses or lakehouses, as well as familiarity with Python for data processing.
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    From Chaos to Control: Automating BI Tools with Pydantic and Python

    Talk
    Speakers: Patricia Goldberg
    Prerequisites: Basic Python
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    Variable Selection: What your model can't tell you

    Talk
    Speakers: James Donahue
    Prerequisites: Basic linear regression
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    Beyond dbt: Modern SQL Transformation and Lineage with sqlglot and sqlmesh

    Talk
    Speakers: Tomas Peluritis
    Prerequisites: SQL, Python
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    Real-time visualization using dash and plotly

    Talk
    Speakers: Hampo, JohnPaul A.C.
    Prerequisites: intermediate
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    The Power of Python for Data Management (or How You’ve Been Doing Data Management All Along Without Even Realizing It)

    Talk
    Speakers: Vidmantė Čižienė
    Prerequisites: No specific skills, knowledge or experience skills required.
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    Unlocking Web data with TLSNotary, zkProofs and LLM while preserving privacy

    Talk
    Speakers: Jayaditya Gupta
    Prerequisites: LLM , tls protocl , some basic cryptography
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    Build & Deploy Apps like a (pro) Data Scientist using Streamlit

    Workshop
    Speakers: Siddharth Gupta
    Prerequisites: Basic understanding of HTML, Python, and libraries such as Numpy, Matplotlib, and Pandas should be good.
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    Using feature stores to deliver awesome models

    Workshop
    Speakers: Laurynas Stašys, Mantas Cepulkovskis
    Prerequisites: Experience in model training, basic SQL knowledge, basic K8s knowledge
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    Orchestrating an end-to-end Data Engineering Workflow: Leveraging Python in Apache Beam and Airflow

    Workshop
    Speakers: Sadeeq Akintola
    Prerequisites: Basic Python and SQL Knowledge
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    Data Warehouses Meet Data Lakes

    Talk
    Speakers: Mauro Pelucchi
    Prerequisites: Nothing
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    cluster-experiments: A Python library for end-to-end A/B testing workflows

    Talk
    Speakers: David Masip
    Prerequisites: python, basic stats knowledge
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    Cutting the price of Scraping Cloud Costs

    Talk
    Speakers: Ed Crewe
    Prerequisites: Python, some exposure to cloud. Some basics of databases and data pipeline may be useful.
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    Smarter Retrieval, Better Generation: Improving RAG Systems

    Talk
    Speakers: David Batista
    Prerequisites: Simply knowing that any information system needs to first index and then retrieve documents should be enough.
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    Temporal: Bulletproof Workflows

    Talk
    Speakers: Ruslan Korniichuk
    Prerequisites: There are no prerequisites for attending this talk; everyone is welcome regardless of prior knowledge.
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    Image deduplication using embeddings

    Talk
    Speakers: Jonas Jarutis
    Prerequisites: General ML and database understanding might be helpfull
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    Data-Driven Impact in Africa

    Workshop
    Speakers: Chris Achinga
    Prerequisites: python basics, understanding data structures and analysis
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    AI Agents and Digital Trust, The Utilisation of Python In Enhancing Safety In The African Health Care System

    Talk
    Speakers: Anuoluwapo Gabriel
    Prerequisites: The knowledge that will be brought to this talk will be about the African health ecosystem, the infrastructural deficit, the humongous opportunities abundant in the continent and how to navigate the terrain using data, this talk will be embedded in pure research.
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    Real-Time Data Analytics at Scale: From Ingestion to Retrieval

    Talk
    Speakers: Tung Hoang
    Prerequisites: basic of data engneering/analytics
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AI Day - Apr 25

    FastAPI and LamaIndex: A Powerful Combination for AI-Powered Web Development

    Workshop
    Speakers: Julius Boakye
    Prerequisites: Python basics
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    When safety is non-negotiable - 3 stages of building safety using data & AI

    Talk
    Speakers: Evaldas Kazlauskis
    Prerequisites: None, the topic is more introductory on how to utilise data & AI in safety
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    AI Coding Agents and how to code them

    Talk
    Speakers: Alex Shershebnev
    Prerequisites: Knowledge about LLM and GenAI
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    Leveraging Large Language Models for Automated Generation and Validation of Financial Descriptions for Lithuanian Companies

    Talk
    Speakers: Antanas Baltrušaitis
    Prerequisites: None
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    Retrieval-Augmented Generation for Culturally Nuanced Emotion Analysis in Nigerian Afrobeats Lyrics

    Talk
    Speakers: Oyinkansola Onwuchekwa
    Prerequisites: AI, LLMS, Music
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    Unlocking the Power of Python and PyTorch for Biomedical Image Segmentation

    Talk
    Speakers: Taisija Kozarina
    Prerequisites: Machine Learning basics (preferably Biomedical field)
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    📂 Slow Productivity AI: Automating Knowledge & Task Management with Offline Hugging Face, n8n & Obsidian

    Talk
    Speakers: piotr stepinski
    Prerequisites: Basic Python knowledge
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    Vectors Everywhere: An Introduction to Vector Databases

    Talk
    Speakers: Bernice Waweru
    Prerequisites: Python and SQL databases.
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    Build Your Own Observability Tool from Scratch for AI Agents

    Workshop
    Speakers: Sonu Kumar
    Prerequisites: Basics of AI Agents, Python and related tools
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    The Emergence of Agentic Workflows in AI

    Talk
    Speakers: Robert Dzisevič
    Prerequisites: Familiarity with LLMs
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    I messed up so you don't: Surprisal and the headache of tokenizer encodings in LLMs!

    Talk
    Speakers: Siddharth Gupta
    Prerequisites: Basic Python, and interest in NLP/LLMs
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    A Crash course in Time Series Forecasting from Naive to Foundational

    Talk
    Speakers: Pietro Peterlongo
    Prerequisites: Basic Python skills. A background in Data Science is beneficial
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    “Beginner's Guide to building Autonomous AI Agents with Eliza Framework”

    Workshop
    Speakers: Shivay Lamba
    Prerequisites: basics of python, vector search, llm
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    How We Outperformed Microsoft, Google, and OpenAI in Speech-to-Text

    Talk
    Speakers: Alius Petraška
    Prerequisites: curiosity
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    The Best of Both Worlds: A Hybrid Approach to Lightning-Fast Product Matching

    Talk
    Speakers: Zafarzhon Irismetov
    Prerequisites: Basic Computer Science knowledge.
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    Building Compliant and Robust AI Systems: Navigating the EU AI Act with Python

    Talk
    Speakers: Valentas Gružauskas
    Prerequisites: Interest in AI system development
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    Building multi-agent AI applications made easy with LangFlow

    Talk
    Speakers: Christophe Bornet
    Prerequisites: Basic knowledge about LLMs and GenAI
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    Putting PyTorch Models into Production

    Talk
    Speakers: Bugra Akyildiz
    Prerequisites: PyTorch basics
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    Knowledge Bases & Memory for Agentic AI

    Talk
    Speakers: Tuana Çelik
    Prerequisites: Basic understanding of vector databases and vector search would be useful.
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    Artificial Intelligence in Open-Source Project Management: Automating Tasks, Predicting Outcomes, and Optimizing Resources

    Talk
    Speakers: Lokko Joyce Dzifa
    Prerequisites: No specific skills
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    Anonymization of sensitive information in financial documents using, python, diffusion models and named entity recognition

    Talk
    Speakers: Dr Piotr Gryko
    Prerequisites: Python
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    Enhancing Model Context Protocol (MCP) with Dynamic Tool Discovery for Smarter AI

    Talk
    Speakers: Viraj Sharma
    Prerequisites: Python, LLM
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    Code Generation in Regulated Industries: Opportunities and Challenges

    Talk
    Speakers: Antanas Daujotis
    Prerequisites: None
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    EGTL data-processing model prototype using Python

    Talk
    Speakers: Aleksejs Vesjolijs
    Prerequisites: data engineering, automation, big data application develpment
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    AI 360: From Theory to Transformation

    Talk
    Speakers: Stefan Dayneko
    Prerequisites: General curiosity in AI
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    GenAI for Clients: No pain, no gain

    Talk
    Speakers: Daria Lashkevich
    Prerequisites: AI fundamentals, Programming, Azure fundamentals, AWS fundamentals
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