SmartData 2025

Conference on Data Engineering

October 5–6Saint Petersburg + ONLINEOnline broadcast is also availableAirportcity Plaza Congress Hotel: Ulitsa Startovaya, 6, litera A

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60speakers
45talks
600participants
140+conferences from the organiser

About conference

SmartData is the only specialized conference on data engineering in Russia.

It’s full of tech talks related to all the topics that are important for a data engineer, ranging from reliability to MLOps and BI. This year, speakers will also talk about database internals.

Talk topics

Talks

The time in the program is for your time zone .

Data Tools
In total8
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Apache Iceberg Development Prospects
  Vladimir Ozerov
  CedrusData
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Spark is Done!
  Evgenii Glotov
  Navio
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  GP2S3 in a Serious Way
  Vladimir Ermakov
  T-Bank
  Andrei Koshkin
  T-Bank
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Spark Connect: A New Approach to Working with Apache Spark
  Aleksandr Tokarev
  Yandex
  TalksIn Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Ways To Organize CDC in PostgreSQL and Why Debezium out of the Box Will Not Solve All Problems
  Nikita Rianov
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  StarRocks: the Reality of the Modern Data Platform
  Stanislav Lysikov
  TalksIn Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Third Party Runtime Engines for Apache Spark: Experience of Using
  Nikita Blagodarnyi
  Chestnyj znak
  TalksIn Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Apache Spark SQL. Extend and Manage
  Dmitrii Vertlib
  Chestnyj znak
  TalksIn Russian
Data Management
In total7
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  DWH Monitoring: From Metadata to DataOps
  Danil Zakharov
  Skyeng
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  DataRentgen: How To Build Yet Another Lineage Without Attracting the Attention of Orderlies
  Maxim Martynov
  MTS Web Services (MWS)
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  How Yandex Market Storage Started Writing Documentation for Objects
  Pavel Kolodkin
  Yandex Market
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Good Data Doesn’t Happen by Accident
  Iurii Goryntsev
  Arenadata Catalog
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Data Catalog: Metadata Distortion or a Product Approach
  Anna Mavliutova
  T-Bank
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  DataContracts: Data Expectations Without Illusions
  Valeriia Terova
  Yandex
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  What Metastore Is
  Mikhail Ivanov
  Positive Technologies
  In Russian
Architecture of Data Platforms
In total7
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  How We Built a Data Lakehouse Platform on Apache Ozone
  Vitaliy Moiseev
  Ostrovok!
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  From a Bucket in S3 to Data Lakehouse: The Evolution of a Data Platform in the Race for Autonomy
  Nikita Bandurko
  Navio
  Georgy Popov
  Navio
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  How We Provide Self-Service Development and Deployment of Showcases in Avito
  Aik Oganesian
  Avito
  Nikolai Ogorov
  Avito
  TalksIn Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  How To Organize a Scalable Research Cluster for More Than 600 Data Scientists Using JupyterHub in Kubernetes
  Daniil Ponizov
  Wildberries & Russ
  Vlad Pechen
  Wildberries & Russ
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  TEDI Under the Microscope: CRD and Kubernetes Operators for the ETL Test Tube Lifecycle
  Sergei Boiko
  Т-Bank
  TalksIn Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Choosing a Database for Storing a Lot of Money
  Vasilii Osadchii
  01.tech
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Criteria for a Good Data Platform From Yandex Delivery
  Vladislav Gotsuliak
  Yandex Delivery
  In Russian
Use Cases
In total4
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  How Challenging Times Forced Us To Build Better BI
  Roman Nazarenko
  T-Bank
  Ekaterina Shcherbakova
  T-Bank
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  How We Improved Data Management Processes in Airflow: Practical Cases
  Dmitrii Morozov
  Innovation Center "Safe Transport"
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Hadoop Is Not Dead — Just Secure!
  Antony Aleksandrov
  Detsky Mir
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  How X5 Tech Provides Data Analytics Without the Involvement of Analysts, Specialists, and Other Intermediaries
  Vladimir Ermachenkov
  X5 Tech
  In Russian
AI/LLM in Data
In total4
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Automation of Configuration of ETL Processes Based on Apache Spark 3, Using RAG and LLM MTS
  Ilya Kochagin
  MWS Cloud Platform
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  AI Under Lock and Key: How We Deployed a Secure LLM Service for 3,000 Developers
  Ilia Darkovskii
  Kaspersky
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Semantic RAG: An Analytical Approach to Knowledge Modeling for LLM
  Olga Tatarinova
  Epoch8
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  AI Assistants in Data Management
  Oleg Sagitov
  T-Bank
  In Russian
Database Internals
In total3
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Codec Usage in ClickHouse: Pros and Cons
  Anastasiia Afanaseva
  GlowByte
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Vector Search Algorithms in Modern Databases
  Alexander Zevaykin
  YDB
  In Russian
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Vector Search Algorithms in YDB
  Alexander Zevaykin
  YDB
  In Russian
DQ
In total2
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  How We Searched for Tools for DQ and What We Ended Up With
  Pavel Pavliukov
  Gazprombank.Tech
  Alexander Svyazhin
  Gazprombank.Tech
  In Russian
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Data Quality as a Service — a self-service tool in a large company
  Andrei Azeev
  MWS Cloud Platform
  Bogdan Petrov
  MWS Cloud Platform
  In Russian
MPP
In total1
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  DWH in StarRocks: A Year in Production
  Artem Markin
  Peredovye Platezhnye Resheniya
  In Russian
Art&Science
In total1
- TalkDate: 06.10 / Start: 00:00 – Finish: 00:00
  Art and Cybernetics
  Dmitrii Bulatov
  TalksIn Russian
Off Topic
In total4
- ConversationDate: 05.10 / Start: 00:00 – Finish: 00:00
  State of Data 2025 by SmartData Program Committee
  Oleg Kochergin
  Positive Technologies
  Sergey Boytsov
  In Russian
- ConversationDate: 05.10 / Start: 00:00 – Finish: 00:00
  The Round Table “Hadoop Is Dead, Long Live Hadoop?!”
  SmartData Program Committee
  In RussianOffline activity, not broadcast or recordedActivity is not recorded
- TalkDate: 05.10 / Start: 00:00 – Finish: 00:00
  Lightning Talks
  Artem Dubinin
  VK / VK Tech
  Dmitrii Shveenkov
  VK
  SmartData Program Committee
  In RussianOffline activity, not broadcast or recordedActivity is not recorded
- ConversationDate: 06.10 / Start: 00:00 – Finish: 00:00
  SmartData 2025 Closing Session
  SmartData Program Committee
  TalksIn Russian

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Speakers

Vladimir Ozerov
CedrusData
Olga Tatarinova
Epoch8
Mikhail Ivanov
Positive Technologies
Aleksandr Tokarev
Yandex
Maxim Martynov
MTS Web Services (MWS)
Stanislav Lysikov
Aik Oganesian
Avito
Nikolai Ogorov
Avito
Roman Nazarenko
T-Bank
Ekaterina Shcherbakova
T-Bank
Nikita Rianov
Nikita Blagodarnyi
Chestnyj znak
Antony Aleksandrov
Detsky Mir
Alexander Zevaykin
YDB
Danil Zakharov
Skyeng
Vladimir Ermakov
T-Bank
Andrei Koshkin
T-Bank
Sergei Boiko
Т-Bank
Dmitrii Morozov
Innovation Center "Safe Transport"
Pavel Kolodkin
Yandex Market
Dmitrii Vertlib
Chestnyj znak
Vitaliy Moiseev
Ostrovok!
Pavel Pavliukov
Gazprombank.Tech
Alexander Svyazhin
Gazprombank.Tech
Iurii Goryntsev
Arenadata Catalog
Ilia Darkovskii
Kaspersky
Andrei Azeev
MWS Cloud Platform
Bogdan Petrov
MWS Cloud Platform
Ilya Kochagin
MWS Cloud Platform
Evgenii Glotov
Navio
Daniil Ponizov
Wildberries & Russ
Vlad Pechen
Wildberries & Russ
Vladislav Gotsuliak
Yandex Delivery
Vasilii Osadchii
01.tech
Vladimir Ermachenkov
X5 Tech
Artem Markin
Peredovye Platezhnye Resheniya
Oleg Sagitov
T-Bank
Anastasiia Afanaseva
GlowByte
Valeriia Terova
Yandex
Nikita Bandurko
Navio
Georgy Popov
Navio
Oleg Kochergin
Positive Technologies
Sergey Boytsov
Anna Mavliutova
T-Bank
Artem Dubinin
VK / VK Tech
Dmitrii Shveenkov
VK
Dmitrii Bulatov
SmartData Program Committee

Media

Blog at Habr.com
We publish transcripts of talks, interviews, and authors’ articles.
Selected Talks
Talks from different years caused the greatest response from the participants.
Materials
Look at how past conferences have been held.

Conference features

TechTalks
There is lots of technical content with a little bit of non-technical content. Our conferences will help you find your way in the industry by teaching you about trends, tools, approaches, and global language and platform updates.
Discussions
You may chat with speakers and experts right after the talk. Both online and offline.
Change of scene
Offline is back. This is a chance to change the scene, listen to live talks, chat with your colleagues, and just enjoy your time at the afterparty offline.
The content selected by the experts
The content is included in the program only after it has been checked by the program committee, which has experts with wide experience in data engineering.
4K video
So that you can see each character on the slides.
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