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senior
Registration: 30.10.2023

Igor Tarlinskiy

Specialization: Data Science
C++ Python RabbitMQ
C++ Python RabbitMQ

Portfolio

VK

AdTech project. We nd the best ads for clients and the most relevant audience for advertisers via maximizing ad relevancy metrics so that everyone is happy.

PJSC Sberbank

Whenever the client requests help - our mission is to root out the problem that caused the appeal using any NLP techniques we nd helpful. The whole pipeline is divided into many sub-problems (Topic modeling, DL classi cation, Semantic search). I'm responsible for all of them to bring the best metrics score.

Brandmonitor

- Research and deployment to production Transofrmer based NLP solution(s). - All models scaled with ray and integrated into RabbitMQ message broker.

Skills

C++
NLP
Python
PyTorch
RabbitMQ

Work experience

Senior Data Scientist
since 04.2023 - Till the present day |VK
Python, PyTorch
AdTech project. We nd the best ads for clients and the most relevant audience for advertisers via maximizing ad relevancy metrics so that everyone is happy.
Lead Data Scientist (NLP)
06.2022 - 04.2023 |PJSC Sberbank
Python, NLP
Whenever the client requests help - our mission is to root out the problem that caused the appeal using any NLP techniques we nd helpful. The whole pipeline is divided into many sub-problems (Topic modeling, DL classi cation, Semantic search). I'm responsible for all of them to bring the best metrics score.
Senior Data Scientist
01.2021 - 09.2021 |Brandmonitor
Python, NLP, RabbitMQ
- Research and deployment to production Transofrmer based NLP solution(s). - All models scaled with ray and integrated into RabbitMQ message broker.
DL NLP Engineer
01.2021 - 09.2021 |Myna Labs
NLP
Deep Learning IR as a tool in dialogue ow. See jack tool for more details.
Data Scientist
04.2019 - 10.2020 |PJSC Sberbank
Python, SOTA
Developed model composed of two BERT encoders. SOTA score on "Intent recognition" problem using averaged roc-auc on top-10 intents.
Software engineer / Fullstack developer
11.2017 - 10.2018 |Alfasystem
C++
On the server-side I implemented logging system in C++ for User/Developer/Client with the ability to lter logs by processId, sessionId, date and time, etc.

Educational background

Theoretical Computer Science
since 2021 - Till the present day
Moscow State University
Department of fundamental mechanics and mathematics
2015 - 2021
Moscow State University
Android development
2014 - 2015
Samsung IT-school

Languages

EnglishUpper Intermediate
C++PythonRabbitMQ