Start of main content
SmartData 2022
The conference for data engineers
The event was over
October 17–18Online
October 29Saint Petersburg
Talk topics
Talks
Architecture of Data Platforms
In total12- Watch recording
- Watch recording
- Watch recording
Talk type: Partner’s talk
Organizing streaming data processing for Big Data
Evgeny Nenakhov
Company: МТS Digital
- Watch recording
Talk type: Talk
Evolution of ETL-tools by the example of a single Big Data
Sattar Gulmamedov
Company: MTS Digital
Maxim Martynov
Company: MTS Digital
- Watch recording
- Watch recording
Talk type: Talk
The story of how Toloka Ai migrated to Modern Data Stack
Evgeny Ermakov
Company: Toloka Ai Inc
Leonid Kozhinov
Company: Toloka AI Inc
- Watch recording
- Watch recording
Talk type: Talk
What is a Data Mesh and examples of implementation
Aleksandr Ermakov
Company: Arenadata
- Watch recording
Talk type: Talk
How Data Modeling improves data and report quality and reduces requirements for analyst experience
Olga Tatarinova
Company: AGIMA.AI
Alexey Makhotkin
Company: MinimalModeling.com
- Watch recording
Talk type: Talk
Path to the data model for the daily update of the past 100 days
Maksim Statsenko
Company: Yandex
Tatyana Kolmakova
Company: Yandex
- Watch recording
- Watch recording
Data Processing
In total8- Watch recording
- Watch recording
- Watch recording
- Watch recording
- Watch recording
Talk type: Talk
Love and hate Prefect 2.0 after Apache Airflow
Iuliia Volkova
Company: Independent consultant
- Watch recording
Talk type: Talk
Ingest layer of the data platform: mix but do not shake
Oleg Kochergin
Company: SberHealth
- Watch recording
- Watch recording
Data Governance
In total5- Watch recording
Talk type: Talk
How to build a data lineage. Overview of solutions and our team's experience
Dmitry Zuev
Company: Tinkoff
- Watch recording
Talk type: Talk
Big data is a big responsibility. Experience in data leakage protection for analytical systems
Alexey Artemov
Company: Schwarz group
- Watch recording
Talk type: Talk
DWH is in production, but now what? Making your DWH users happier
Igor Mosyagin
Company: Klarna
- Watch recording
Talk type: Talk
Variety of requirements to Data Warehouse. How to talk to the customer and cover all important issues
Artem Daineko
Company: Aviasales
- Watch recording
Talk type: Talk
How to load everything in the data catalog and not to die
Ivan Kanashov
Company: Tinkoff
DBMS and Big Data Storage
In total4- Watch recording
Talk type: Talk
Change the unchangeable. Experience rolling mutations onto HDFS data with Spark
Nikita Blagodarnyi
Company: Center for Research in Perspective Technologies
- Watch recording
- Watch recording
- Watch recording
Talk type: Talk
Recovering a distributed database after a crash
Anton Vinogradov
Company: Apache Software Foundation
MLOps / DevOps
In total2- Watch recording
Talk type: Talk
Using the GrowthBook platform to manage ML experiments
Valentin Panovskiy
Company: more.tv
- Watch recording
Other
In total1- Watch recording
Talk type: Talk
How does Product Design affect the development of ETL platform
Dmitry Zuev
Company: Tinkoff
Diana Udartseva
Company: Tinkoff
Off Topic
In total20- Watch recording
Talk type: Talk
SmartData 2022 Opening
Maksim Statsenko
Company: Yandex
Alexey Fyodorov
Company: JUG Ru Group
- Watch recording
Talk type: Interview
Interview with Evgeny Ermakov
Evgeny Ermakov
Company: Toloka Ai Inc
Maksim Statsenko
Company: Yandex
Alexey Fyodorov
Company: JUG Ru Group
- Watch recording
Talk type: Interview
SmartDataCoffee
Igor Mosyagin
Company: Klarna
Evgeny Ermakov
Company: Toloka Ai Inc
Dina Safina
Company: Ozon Fintech
Ivan Kanashov
Company: Tinkoff
Alexander Andreychenko
Company: Roche
Maksim Statsenko
Company: Yandex
- Watch recording
Talk type: Partner’s talk
Digital solution for analyzing the quality of incoming scrap metal
Dmitry Kuzin
Company: Axenix
- Watch recording
- No record
Talk type: Partner’s BoF-session
Import substitution of BI solutions. Is everything very bad?
Natalia Sumtsova
Company: Axenix
Anastasia Ostapenko
Company: Axenix
- Watch recording
Talk type: Game
Quiz "Our Game"
Igor Mosyagin
Company: Klarna
Semyon Osipov
Company: Gett
Anna Chuvilina
Company: Yandex
Alexander Shorin
Company: Sber
Maksim Statsenko
Company: Yandex
Nikolay Markov
Company: Aligned Research Group
- Watch recording
- No record
Talk type: Partner’s BoF-session
Development of internal DE-tools: how to make them used by more than one person
Alexey Perminov
Company: МТS Digital
Daniil Potapov
Company: МТS Digital, Big Data
Maxim Bartenev
Company: МТS Digital
- Watch recording
Talk type: Interview
Interview with Alexander Ermakov
Aleksandr Ermakov
Company: Arenadata
Maksim Statsenko
Company: Yandex
Nikolay Markov
Company: Aligned Research Group
- Watch recording
- Watch recording
Talk type: Talk
Summing up online SmartData 2022
Maksim Statsenko
Company: Yandex
Nikolay Markov
Company: Aligned Research Group
Maria Lavrova
Company: JUG Ru Group
- Watch recording
Talk type: Conversation
In-person Opening SmartData 2022
Nikolay Markov
Company: Aligned Research Group
Alexey Fyodorov
Company: JUG Ru Group
- Watch recording
Talk type: Interview
Interview with Andrei Kuznetsov and Mikhail Maryufich, Odnoklassniki
Mikhail Maryufich
Company: Odnoklassniki
Andrey Kuznetsov
Company: Odnoklassniki
Alexey Fyodorov
Company: JUG Ru Group
- Watch recording
Talk type: Interview
Interview with Vasiliy Kutsenko, Pochtatech
Vasily Kutsenko
Company: Pochta.Tech
Nikolay Markov
Company: Aligned Research Group
- Watch recording
Talk type: Interview
Interview with Maxim Statsenko and Tatiana Kolmakova, Yandex
Maksim Statsenko
Company: Yandex
Tatyana Kolmakova
Company: Yandex
Nikolay Markov
Company: Aligned Research Group
- Watch recording
Talk type: Interview
Interview with Denis Efarov and Sergey Mikhalev, Odnoklassniki
Denis Efarov
Company: Odnoklassniki
Sergey Mikhalev
Company: Odnoklassniki
Alexey Fyodorov
Company: JUG Ru Group
- Watch recording
Talk type: Interview
Interview with Bronislav Zhitnikov, Tinkoff
Bronislav Zhitnikov
Company: Tinkoff
Maksim Statsenko
Company: Yandex
- Watch recording
Talk type: Interview
Interview with Valentin Panovsky, more.tv
Valentin Panovskiy
Company: more.tv
Maksim Statsenko
Company: Yandex
- Watch recording
Talk type: Conversation
SmartData 2022 Conference Closing
Maksim Statsenko
Company: Yandex
Alexey Fyodorov
Company: JUG Ru Group
Speakers
Dmitry Anoshin
Company: Microsoft
Vladimir Ozerov
Company: Querify Labs
Maksim Statsenko
Company: Yandex
Pavel Filonov
Company: Independent consultant
Anton Vinogradov
Company: Apache Software Foundation
Igor Mosyagin
Company: Klarna
Iuliia Volkova
Company: Independent consultant
Aleksandr Ermakov
Company: Arenadata
Mikhail Maryufich
Company: Odnoklassniki
Evgeny Ermakov
Company: Toloka Ai Inc
Alexander Nozik
Company: MIPT
Valeriia Dymbitskaia
Company: oneFactor
Olga Tatarinova
Company: AGIMA.AI
Alexey Makhotkin
Company: MinimalModeling.com
Alexander Borgardt
Company: duckstax.com
Bronislav Zhitnikov
Company: Tinkoff
Andrey Kuznetsov
Company: Оdnoklassniki
Denis Efarov
Company: Odnoklassniki
Tatyana Kolmakova
Company: Yandex
Mikhail Ivanov
Company: Tinkoff
Nikita Blagodarnyi
Company: Center for Research in Perspective Technologies
Andrey Kuznetsov
Company: Odnoklassniki
Valentin Panovskiy
Company: more.tv
Leonid Kozhinov
Company: Toloka AI Inc
Oleg Kochergin
Company: SberHealth
Konstantin Sergeev
Company: SMP Bank
Mark Poroshin
Company: Smart Prediction Technologies
Vasily Kutsenko
Company: Pochta.Tech
Alexey Artemov
Company: Schwarz group
Artem Daineko
Company: Aviasales
Ivan Kanashov
Company: Tinkoff
Evgeny Nenakhov
Company: МТS Digital
Semyon Osipov
Company: Gett
Anna Chuvilina
Company: Yandex
Alexander Shorin
Company: Sber
Dmitry Zuev
Company: Tinkoff
Diana Udartseva
Company: Tinkoff
Alexey Polyansky
Company: Tinkoff
Sattar Gulmamedov
Company: MTS Digital
Maxim Martynov
Company: MTS Digital
Dina Safina
Company: Ozon Fintech
Alexander Andreychenko
Company: Roche
Sergey Mikhalev
Company: Odnoklassniki
Alexey Perminov
Company: МТS Digital
Daniil Potapov
Company: МТS Digital, Big Data
Maxim Bartenev
Company: МТS Digital
Sergey Storozhenko
Company: SM Lab
Natalia Sumtsova
Company: Axenix
Anastasia Ostapenko
Company: Axenix
Dmitry Kuzin
Company: Axenix
Alexander Salkov
Company: SM Lab
Experts
Pavel Filonov
Company: Independent consultant
Igor Mosyagin
Company: Klarna
Mikhail Maryufich
Company: Odnoklassniki
Mikhail Veltishchev
Company: Yandex
Yulia Chertkova
Company: Yandex
Roman Ponomarev
Company: DataLearn
Nikita Blagodarnyi
Company: Center for Research in Perspective Technologies
Yulia Kondratieva
Company: Independent consultant
Kseniya Tomak
Company: Dodo Engineering
Nikolay Markov
Company: Aligned Research Group
Alexey Fyodorov
Company: JUG Ru Group
Andrey Kuznetsov
Company: Odnoklassniki
Evgeny Nenakhov
Company: МТS Digital
Timur Safin
Company: Tarantool Core Team
Alexander Kuznetsov
Company: Innotech
Daria Bulanova
Company: HelloFresh
Sergey Mikhalev
Company: Odnoklassniki
Alexey Stytsenko
Company: Yandex
Nikolay Akimov
Company: TaskData
Dmitry Pichugin
Company: Tinkoff
Evgeny Bikkinin
Company: Dodo Engineering
Dmitry Shatalov
Company: Tinkoff
Evgeny Revnyakov
Company: Tinkoff
Alexander Salkov
Company: SM Lab
Andrey Dmitriev
Company: JUG Ru Group
Hosts
Maksim Statsenko
Company: Yandex
Alexey Fyodorov
Company: JUG Ru Group
Nikolay Markov
Company: Aligned Research Group
Maria Lavrova
Company: JUG Ru Group
Organizers
JUG Ru Group
We organize the largest conferences and meetups for programmers in Russia. Our mission is to develop the Russian IT-community by creating specialized platforms for experience exchange and networking.
Therefore, our programs consist only of technical talks and are shaped to gather and unite enthusiasts who are ready to share experience and discuss solutions to applied problems and projects.
Program committee
Maksim Statsenko
Company: Yandex
Igor Mosyagin
Company: Klarna
Mikhail Maryufich
Company: Odnoklassniki
Nikolay Markov
Company: Aligned Research Group
Alexey Fyodorov
Company: JUG Ru Group
Maria Lavrova
Company: JUG Ru Group
Daria Bulanova
Company: HelloFresh
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.