Vladislav Lupanov
Lead ML Engineer at Софт Проект- Claim this Profile
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Russian Native or bilingual proficiency
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English Professional working proficiency
Topline Score
Bio
Credentials
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Methods and Tools for Big Data Processing (SAS Enterprise Miner)
SASMar, 2020- Nov, 2024
Experience
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Soft Project
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Russian Federation
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IT Services and IT Consulting
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1 - 100 Employee
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Lead ML Engineer
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Nov 2020 - Present
Development of models for: - Speech Recognition - Punctuation restoration - Text-to-speech generation - Answering Machine Detection ML infrastructure: - Building GPU servers - Industrialization of developed models using Triton Inference Server and custom solutions - Development of part of the local framework for ML models deployment, serving, tracking and version control Lead a team of ML Engineers on projects: - Speech Recognition - Text-to-speech - Speech Emotion Recognition - Sentiment Analysis - Predictive Dialer Show less
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Leroy Merlin
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France
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Retail
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700 & Above Employee
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Data Scientist
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Apr 2019 - Nov 2020
Development of models for: - Search page results ranking - Complementary goods inferring - Stocks problems detection - Basket completion ML infrastructure: - Industrialization of developed models - Development of part of the local framework for ML models deployment, serving, tracking and version control Development of models for: - Search page results ranking - Complementary goods inferring - Stocks problems detection - Basket completion ML infrastructure: - Industrialization of developed models - Development of part of the local framework for ML models deployment, serving, tracking and version control
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CraftTalk
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IT Services and IT Consulting
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1 - 100 Employee
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Machine Learning Engineer
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Jul 2017 - Nov 2020
- Development of models for user intent classification - Development of semantic similarity models - Users questions clustering - Extraction of topics and intents from user questions - Development of speech recognition models for Russian language - Improvement of different existing models - Development of models for user intent classification - Development of semantic similarity models - Users questions clustering - Extraction of topics and intents from user questions - Development of speech recognition models for Russian language - Improvement of different existing models
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Alfa-Leasing
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Moscow, Moscow City, Russia
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Risk Analyst
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Jul 2018 - Apr 2019
- Loan portfolio modeling for new products - Improvement of systems for automatic approval of client projects - Analysis and improvement of existing scoring systems - Analysis of loan portfolio - Loan portfolio modeling for new products - Improvement of systems for automatic approval of client projects - Analysis and improvement of existing scoring systems - Analysis of loan portfolio
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Higher School of Economics
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Russian Federation
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Higher Education
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700 & Above Employee
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Teaching Assistant at Algorithmization and Programming
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Sep 2016 - Jun 2018
Preparing tasks for practical lessons, checking students' homeworks, labs and tutoring. Preparing tasks for practical lessons, checking students' homeworks, labs and tutoring.
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Russian State University of Physical Education, Sport, Youth and Tourism
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Moscow, Moscow City, Russia
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Software Engineer
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Jul 2016 - Jun 2018
Backend development using Python and C++: - Improvement of functionality of the existing information system - Development of student personal area Backend development using Python and C++: - Improvement of functionality of the existing information system - Development of student personal area
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Education
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2018 - 2020
Higher School of Economics
Master's degree, Applied Mathematics -
2014 - 2018
Higher School of Economics
Bachelor's degree, Applied Mathematics
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