Hello, my name is

Polina Shpineva

About Me

Data Scientist

       I am a Junior Data Scientist who is passionate about my job! I always desire
to outdo myself and achieve a tangible result. 
       I can help you to collect, clean and process appropriate to your task data,
analyze data and turn it into actionable insights, do a research and choose the most relevant algorithms and models, build a custom predictive model. 
       Please contact me if you are interested in work together. Contact!

Work Experience

Machine Learning Labotatory, 
ITMO University

06/2022 - Present

  • Multimodal clustering tool based on the Apache Spark.
  • Clustering algorithms based on the MapReduce paradigm, which supports parallel data processing.
  • Multiple modalities of data are used.
  • Integretaed custom distance metrics.
  • Python, Scala, Spark, Hadoop, PyTorch, Tensorflow, BigData.

Lanit-Tercom

03/2021 - 08/2021

  • Camera Calibration Tool.
  • Dilation and erosion image processing.
  • Constructing a system of linear equations and therefore determining camera parameters.
  • Testing model by detecting chessboard cells to check camera's parameters.
  • Python, OpenCV, Matplotlib, NumPy.

Education

ITMO University

09/2020 - Present

  • Machine Learning 
    and Data Analysis
  • Biometrics and 
    Neurotechnology
  • Data Storage 
    and Processing
  • Algorithms and 
    Data Structures
  • Computational 
    Mathematics
  • Applied Statistics
  • Probability Theory
  • Discrete Mathematics

Physics and Mathematics Lyceum №30

09/2016 - 06/2020

Academic Gymnasium №56

09/2009 - 06/2016