Yekaterina Moisseyeva

Deep Learning Researcher at ForUs Data
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(386) 825-5501

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Experience

    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Deep Learning Researcher
      • Apr 2023 - Present
    • Russian Federation
    • Oil and Gas
    • 200 - 300 Employee
    • Main specialist
      • Jun 2022 - Present

      ○ Advising on the development of a solution method and algorithm, including using neural networks:  Filtration of oil-water-gas systems  Watercut estimation ○ Short-term well production forecasting: Adding a module based on the methodology for calculating the rate of decline in oil production to the main software product (Python) ○ Advising on the development of a solution method and algorithm, including using neural networks:  Filtration of oil-water-gas systems  Watercut estimation ○ Short-term well production forecasting: Adding a module based on the methodology for calculating the rate of decline in oil production to the main software product (Python)

      • Jan 2023 - Mar 2023

      ○ Organization and management of the processes of strategic analysis and planning of the University activities○ Preparation of proposals for eliminating defects, improving the skills and motivation of staff, improving the management of the University and quality of the University activities

      • Jan 2023 - Mar 2023

      ○ Designed and instructed lectures and tutorials on “Discrete Mathematics and Mathematical Logic” for bachelor students

      • Sep 2021 - May 2022

      ○ Designed and instructed lectures, seminars, and tutorials on “Mathematical modelling of technological processes” for bachelor students ○ Supervised bachelor theses on mathematical modelling

      • Nov 2020 - May 2022

      ○ Leader of CFD direction in the energy resources chemical technologies group. Responsible project executor:  “Development of a methodology for assessing changes in the composition of natural gas during its transportation over long distances” (customer: Wintershall Dea Russia GmbH)  “Estimation of the composition and properties of the reservoir gas of the Achimov deposits of the Urengoy field” (customer: Gazpromneft Science & Technology Centre)  “Evaluation of the effectiveness of drilling a sidetrack in a gas well for water diversion in conditions of significant water cut” (customer: Gazpromneft Science & Technology Centre)○ Organized a mini symposium “New approaches for multiphase gas condensate flow simulation” at the international conference “XLIX International Summer School – Conference Advanced Problems in Mechanics APM 2021” Show less

    • Germany
    • Research Services
    • 1 - 100 Employee
    • Postdoctoral Research Scientist
      • Jun 2018 - Apr 2020

      ○ Participation in projects on combustion chemistry of the Institute of Technical Thermodynamics, DFG funding, 2018-2020:  Developed the numerical model for three-dimensional turbulent hydrogen-fuelled supersonic combustion in an air cross-flow, based on detailed and reduced kinetics  Performed statistical analysis of hydrogen combustion in scramjet simulation ○ Instructed the tutorials on “Fundamentals of Combustion I, II” for master students ○ Supervised bachelor theses on supersonic reacting flows with jet injection Show less

    • Kazakhstan
    • Higher Education
    • 100 - 200 Employee
      • Sep 2008 - 2019

      ○ Responsible executor in the research project on the improvement of the master and PhD educational programs in Kazakhstan, grant funding of the Ministry of Education and Science of the Republic of Kazakhstan, 2008-2017○ Participated in the research project “Development of a dynamic model for the evolution of large-scale thermals generated in emergency situations of natural and anthropogenic origin”, grant funding of the Ministry of Education and Science of the Republic of Kazakhstan, 2017-2018 Show less

      • Sep 2010 - Jun 2018

      ○ Designed and instructed lectures and tutorials in English on the following courses for master students: mathematical modelling in physics (including turbulence modelling for fluid mechanics), spectral and wavelet analysis, probability theory and statistics○ Designed and instructed lectures and tutorials in Russian and English on the following courses for bachelor students: mathematical models of theoretical physics, biomedical and chemical processes, numerical methods, IT courses (UNIX/Linux OS, fundamentals of programming on Fortran, C++, Java, Python and parallel programming using OpenMP/MPI, OpenGL programming, Internet technologies (PHP, JavaScript, HTML/CSS), database system management, SQL)○ Supervised bachelor theses on mathematical modelling○ Supervised updating the curriculum for the speciality "Mathematical and Computer Modelling" and related documents○ Senior Academic Adviser of the Department for the 2010-2011 academic year Show less

      • Sep 2008 - Jun 2010

      ○ Supported PhD educational programs and programs of invitation of foreign experts of the Mechanics and Mathematics Faculty○ Participated in the course workload management for the academic staff○ Maintained and managed documentation for the organization and control of educational, methodical, and scientific work of the department of mathematical and computer modelling

    • Researcher
      • Sep 2008 - Dec 2017

      ○ Participation in projects on mathematical modelling of the supersonic flow of a multicomponent mixture, funding from the Ministry of Education and Science of the Republic of Kazakhstan:  Developed the numerical model for three-dimensional supersonic turbulent airflow with transverse hydrogen injection using the essentially non-oscillatory (ENO) scheme  Developed the k-ω turbulence model with compressible effects in the turbulent parameters characterizing the local equilibrium ○ Participation in projects on mathematical modelling of the supersonic flow of a multicomponent mixture, funding from the Ministry of Education and Science of the Republic of Kazakhstan:  Developed the numerical model for three-dimensional supersonic turbulent airflow with transverse hydrogen injection using the essentially non-oscillatory (ENO) scheme  Developed the k-ω turbulence model with compressible effects in the turbulent parameters characterizing the local equilibrium

Education

  • Al-Farabi Kazakh National University
    Doctor of Philosophy (PhD), Mathematical and Computer Modeling
    2011 - 2017
  • Al-Farabi Kazakh National University
    Master of Technology (M.Tech.), Mathematical and Computer Modeling
    2008 - 2010
  • Al-Farabi Kazakh National University
    Bachelor's degree, Mathematical and Computer Modeling
    2004 - 2008

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