Danil Muratov
Data Scientist at Rosenergoatom- Claim this Profile
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Russian Native or bilingual proficiency
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English Professional working proficiency
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Bio
Experience
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Rosenergoatom
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Russian Federation
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Oil and Gas
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200 - 300 Employee
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Data Scientist
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Jan 2022 - Present
Participation in projects as DS.1. Predictive analytics of the turbo-generator for one of the NPPs (improving the decision-making process for maintenance):• collection and preparation of functional requirements for the system, defining key indicators and metrics;• collection, systematization and analysis historical data on failures and defects of NPP equipment, obtaining and pre-processing data of normal operation;• building anomaly detection models;• integration of the obtained results into the NPP operation processes;• bringing the system to the status of pilot operation. Estimated effect - 100 million rubles. per year.2. Demand Response program, https://demand-response.ru:• obtaining and pre-processing data of the energy consumption of industrial enterprises;• analysis and prediction of energy consumption (time series) for partisipation in new service/program of Demande Response in retail electricity market.Revenue in 2022 - 13 million rubles. Show less
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Project Manager
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Aug 2018 - Jan 2022
Launching and supervising projects in new areas of digital tratsformation, such as:1. Implementation of specialized software and technological equipment for electrical parameters monitoring (PMU technology) in order to improve the decision-making process for operational personnel at 8 nuclear power plants:• designed specification for system modernization;• coordinated project documentation development, participated in pre-project surveys at NPPs;• supervised project implementation by NPP technical staff and contractors.2. Digital substation (pilot project, new product in perspective):• designed a concept for implementation of new technology in NPP substations;• organized and launched a site for complex tests of new device at one of the NPPs on real operating equipment. Show less
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Tecon Group
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Moscow
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Senior Engineer/Product Manager, R&D Department
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Apr 2013 - Dec 2016
Launching a new series of relay protection and automation devices and software for grid configuration from the moment of writing the technical specification to production. - developed functional and non-functional requirements for software and devices; - managed cross-functional team (software and hardware engeneers, algorithm developers) Launching a new series of relay protection and automation devices and software for grid configuration from the moment of writing the technical specification to production. - developed functional and non-functional requirements for software and devices; - managed cross-functional team (software and hardware engeneers, algorithm developers)
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Education
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Yandex EdTech
Data Scientist professional training course -
Moscow Power Engineering Institute (MPEI)
Master's degree, Electrical Engineering, Relay Protection and Automation