Andrey Nikolaev

Architect for recommendation platform at Sberbank
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Contact Information
us****@****om
(386) 825-5501
Location
Russia, RU

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Experience

    • Banking
    • 700 & Above Employee
    • Architect for recommendation platform
      • Sep 2021 - Present

    • United States
    • Semiconductor Manufacturing
    • 700 & Above Employee
    • Principal Engineer
      • Jul 2019 - Aug 2021

      Architect for analytics libraries in the context of oneAPI program. Contributor to random number generator related proposals to C++ standard. Co-author of papers on graph analytics and gradient boosting algorithms

    • Principal Engineer
      • Apr 2016 - Jul 2019

      Architect and Functional Safety Architect for Intel Autonomous Driving LibraryArchitect for Intel Data Analytics Acceleration Library

    • SW Architect
      • Apr 2012 - Mar 2016

      Co-architect for Intel Data Analytics Acceleration LibraryMember of STAC A2 WG, https://stacresearch.com, contributor to the A2 specs. Co-developer of the first versions of Intel implementation of A2 benchmark, co-developer of A2 quality/test system, co-author of the respective papers

    • Sr SW Engineer
      • Apr 2006 - Mar 2012

      Architect for Summary Statistics and Data Fitting components of Intel Math Kernel LibraryStatistical support for several HW RNG generations: pre-Si stochastic modeling and qualitative characterization of HW design, development of statistical tests, post-Si validation of RNG results, published respective paper

    • SW Engineer
      • May 2004 - Mar 2006

      Developer of new RNGs in Intel Math Kernel LibraryStatistical support for TPC-C benchmark: data analysis, stochastic modeling, and recommendationsLecturer on basics of Financial Mathematics and Monte Carlo simulations in Nizhny Novgorod State University, run multiple Summer School teams for development of the financial benchmarks

  • Scientific industrial company Yantar
    • Samara, Russian Federation
    • SW Engineer
      • Aug 2000 - Apr 2004

      R&D on Air Traffic Management System (ATMS) Formulated high-level requirements and design specs for ATMS SW, short-listed candidate RTOSes. Prototyped SW components, developed algorithms for filtering and detection of speech activity in the communication channel. Run Monte Carlo simulations for evaluation of ATMS behavior under stress. Published results for some formulations of multiple disorder problem R&D on Air Traffic Management System (ATMS) Formulated high-level requirements and design specs for ATMS SW, short-listed candidate RTOSes. Prototyped SW components, developed algorithms for filtering and detection of speech activity in the communication channel. Run Monte Carlo simulations for evaluation of ATMS behavior under stress. Published results for some formulations of multiple disorder problem

    • Translation and Localization
    • 1 - 100 Employee
    • Assistant of Chair of Applied Math
      • Nov 1999 - Jun 2000

      Lecturer on Mathematics, Financial Mathematics, Computer Models of Stochastic Processes, Incomplete Data Based Object Control and others Lecturer on Mathematics, Financial Mathematics, Computer Models of Stochastic Processes, Incomplete Data Based Object Control and others

Education

  • The Max Plank Institute for Demographic Researches, Rostock
    1999 - 1999
  • Ulyanovsk State University
    Ph.D., Mathematical Cybernetics
    1996 - 1999
  • Lomonosov Moscow State University, branch in Ulyanovsk
    Applied Mathematics
    1991 - 1996

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