Research Projects Lead In Industrial Ai
Current
Sep 2021 - Present
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Dmitrii Kiselev Email & Phone Number
Data scientist focused on research with a solid background in machine learning engineering
at
Artificial Intelligence Research Institute
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Role
Data scientist focused on research with a solid background in machine learning engineering
Location
Moscow, Moscow City, Russian Federation
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Dmitrii Kiselev is listed as Data scientist focused on research with a solid background in machine learning engineering at Artificial Intelligence Research Institute, based in Moscow, Moscow City, Russian Federation. AeroLeads shows a matched LinkedIn profile for Dmitrii Kiselev.
Dmitrii Kiselev previously worked as Research Projects Lead in Industrial AI at Artificial Intelligence Research Institute and Research Fellow at Высшая Школа Экономики. Dmitrii Kiselev holds Doctor Of Philosophy - Phd, Computer Science from Высшая Школа Экономики.
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Artificial Intelligence Research Institute
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About Dmitrii Kiselev
I am a research fellow with solid experience in machine learning engineering and production. My research interests are Graph Neural Networks and their applications to the different domains. Currently, I am working on recommender systems applying the Temporal Graph Neural Networks and uncertainty estimation techniques to conduct proper decisions.Previously, I technically led the development of an online recommender system engine at Sber. I own full process from communication with internal and external customers to implementation of their requirements to production and validation with A/B tests.Before joining Sber I led the ML team in Retentioneering. Our team provided ML consulting services and developed an open-source framework for user behaviour analysis. We had significantly improved business results for several companies by providing recommender systems, dynamic pricing, NPV forecasting and CTR prediction models.
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Artificial Intelligence Research Institute
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7 roles
Dmitrii Kiselev work experience
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Research Fellow
Current- Research on graph embeddings and its applications to the recommender systems: fusion of text and graph data, temporal graphs, edge-aware embedding, inductive training
- Research for industry projects (Telecom, Banking, Tech) on recommender systems and graph applications
- Lecturer of Network Science and Graph Machine Leaning course, seminars
Nov 2019 - Present
Lecturer
- Develop program and read Large Scale Machine Learning course
- Develop entrance exams for machine learning program
May 2020 - Aug 2022
Lead Data Scientist
- Research application of Reinforcement Learning to Recommender Systems
- Research offline RL and off-policy evaluation methods, develop simulation package for experiments on historical data for RL based RecSys
- Develop a high-load framework for online inference and training of Contextual Bandits models, model and content a/b testing
- Technically lead projects on different channel personalization
- Onboarding of developers and data scientists
Jan 2020 - Sep 2021
Head Of Machine Learning
- Research on user behaviour embedding with graph methods and further segmentation
- Consulting and integration of ML, product and web-analytics: email personalization, dynamic pricing, ctr prediction, user behaviour analysis, attribution models
- RnD: Retentioneering Tools: open-source project, high-load endpoints for data collection, APIs for ML models inference, Clickhouse, Postgres, Greenplum DB administration and ETL
Mar 2019 - Jan 2020
Data Scientist
- Research airline network planning, modelling user activity on airline graphs and Monte-Carlo methods for optimization problems on airline networks
- Develop an analytical package for airline network planning, a recommender system for ticket choice, named entity recognition system for parsing ticket info
Sep 2018 - Mar 2019
Lead Web Analyst
- Research on client segmentation for marketing, multi-channel attribution and A/B-test acceleration
- Fully changed UX of Tinkoff Insurance portal: product analytics,A/B tests, communication with designers, devteam management
Apr 2017 - Aug 2018
3 education records
Dmitrii Kiselev education
Doctor Of Philosophy - Phd, Computer Science
Master'S Degree, Data Science
Bachelor'S Degree, Mathematical Methods In Economics
FAQ
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What company does Dmitrii Kiselev work for?
Dmitrii Kiselev works for Artificial Intelligence Research Institute.
What is Dmitrii Kiselev's role at Artificial Intelligence Research Institute?
Dmitrii Kiselev is listed as Data scientist focused on research with a solid background in machine learning engineering at Artificial Intelligence Research Institute.
Where is Dmitrii Kiselev based?
Dmitrii Kiselev is based in Moscow, Moscow City, Russian Federation while working with Artificial Intelligence Research Institute.
What companies has Dmitrii Kiselev worked for?
Dmitrii Kiselev has worked for Artificial Intelligence Research Institute, Высшая Школа Экономики, Mail.Ru Group, Sberbank, and Retentioneering.
How can I contact Dmitrii Kiselev?
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What schools did Dmitrii Kiselev attend?
Dmitrii Kiselev holds Doctor Of Philosophy - Phd, Computer Science from Высшая Школа Экономики.
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