Michael Karchevsky

Michael Karchevsky

Krasnoyarsk, Russia
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Michael Karchevsky

Michael Karchevsky

Krasnoyarsk, Russia
Member since June 6, 2016
Michael has five years of experience in a scientific research environment as a Python, C++, and OpenCV developer. He is interested in complex projects related to various aspects of computer science, especially in the fields of computer vision, video analytics, and machine learning. In addition, he enjoys developing mobile applications.
Michael is now available for hire
Portfolio
  • StreamData
    C, C++, Git, OpenCV, MATLAB, Python, Image processing, Machine learning, Java...
  • Novosibirsk State University
    C, C++, OOP, Git, OpenCV, MATLAB, Python, Image processing, CUDA
  • Baker Hughes
    C, C++, OpenCV, Python, Wolfram Mathematica, MATLAB, Fortran
Experience
  • Data Analysis, 7 years
  • C++, 6 years
  • Computer Vision, 5 years
  • Python, 5 years
  • OpenCV, 5 years
  • Machine Learning, 2 years
  • Flask, 2 years
  • Amazon Web Services (AWS), 2 years
Krasnoyarsk, Russia
Availability
Full-time
Preferred Environment
Windows/Linux, Git, JetBrains (PyCharm)
The most amazing...
...scientific challenge I've tackled was one where I developed and implemented several algorithms for tracking particles in a fluid optical experiment.
Employment
  • Software Developer
    StreamData
    2013 - 2017
    • Implemented a detection system and tracking of people on video, to help determine statistics in the supermarket.
    • Created software for automatic data processing and visualization of results.
    • Created an algorithm for a data science predictive model.
    • Developed image analysis algorithms for medical equipment.
    • Created neural network architecture and an API for styling images.
    Technologies: C, C++, Git, OpenCV, MATLAB, Python, Image processing, Machine learning, Java, Android, Swift
  • Teacher of IT and Computer Science
    Novosibirsk State University
    2014 - 2016
    • Created an education methodology. Created lectures for fast understanding of key aspects. Structured programming knowledge.
    • Approved communication and presentation skills. Learned to transfer thoughts and ideas to students.
    • Got two students for scientific advisory as a result of acceptance of good training methodologies.
    • Trained students to be the best at programming, as measured by the results of the final exams.
    Technologies: C, C++, OOP, Git, OpenCV, MATLAB, Python, Image processing, CUDA
  • Junior Researcher
    Baker Hughes
    2014 - 2015
    • Gained experience in fluid dynamics of wells and Monte Carlo methods.
    • Created optimization methods for solving the inverse problem (based on the Monte Carlo algorithms).
    • Implemented detailed statistical analysis of experimental data of drill bits.
    • Created an electromagnetic device model to predict sensor values.
    • Implemented 30+ data processing scripts (with full visualization).
    Technologies: C, C++, OpenCV, Python, Wolfram Mathematica, MATLAB, Fortran
  • Laboratory Research Assistant
    Novosibirsk State University, Institute of Thermophysics
    2009 - 2014
    • Developed and modified algorithms for particle image velocimetry (PIV) and particle tracking velocimetry (PTV).
    • Implemented deep mathematical image processing algorithms.
    • Gained experience in analyzing algorithm documentation and using it as instructions for implementation.
    • Participated in many conferences, authoring or co-authoring thirteen scientific papers.
    • Created utilities and plugins for data processing.
    Technologies: C, C++, Python, OpenCV, MATLAB, SVN, Wolfram Mathematica, D3.js, Linux, Tecplot, CUDA, HTML, CSS, JavaScript
  • Intern
    Schlumberger
    2013 - 2013
    • Modeled hydraulic fracturing.
    • Developed numerical data analysis algorithms.
    • Gained experience in computer simulations of physical processes, mathematical modeling, and numerical analysis.
    • Implemented visualization and preparation of technical presentations.
    Technologies: C++, Python, MATLAB, Wolfram Mathematica, Petrel, D3.js
Experience
  • 4th PIV Challenge (Other amazing things)
    http://www.pivchallenge.org/

    I participated in the international scientific competition in data processing for the PIV and PTV algorithms. In the course of this work, I have created, implemented, or improved about twenty algorithms. Technologies used for development were
    C, C++, Python, OpenCV, OpenMP, machine learning, and MATLAB.

  • Russian Engineering Competition (Other amazing things)
    https://www.facebook.com/rusengineers.ru/

    I won the Russian Engineering Competition, 2015. Technologies used for development were C, C++, Python, OpenCV, and machine learning.

Skills
  • Languages
    Python, C++, MATLAB, Swift, C, Java, C#, Visual Basic, BASIC, SQL, HTML, CSS, JavaScript, UML, Delphi, Pascal
  • Libraries/APIs
    Scikit-learn, OpenCV, NumPy, SciPy, Python Imaging Library, Sklearn, Instagram API, D3.js, Node.js, DirectX, OpenMP, TensorFlow, STL
  • Tools
    Git, Photoshop, Google Analytics, Visual Studio, PyCharm, Scikit-image, Mathematica, Tecplot, TortoiseSVN, Amazon SES, Plotly, WebStorm, SVN, SQLiteManager, Apache
  • Paradigms
    REST, Object-oriented Programming (OOP), Concurrent Programming, Parallel programming, Data-driven Programming, Functional Programming, Test-driven Development (TDD), Model driven development
  • Platforms
    Amazon Web Services (AWS), Linux, AWS EC2, CUDA, Mac OS, Windows, Amazon, Surface
  • Misc
    Computer Vision, Algorithms, Mathematics, Machine Learning, Scientific Computing, Image Processing, Data Analysis, Physics Simulation, Deep Learning, Network Programming, Statistics, Debugging, Analytics, Numerical Methods, Problem Solver, Data Structures, Java image processing, Tesseract
  • Frameworks
    Flask, .NET
  • Storage
    MongoDB, SQLite, NoSQL, JSON, MySQL
Education
  • Masters's degree in Data Analysis
    Yandex School of Data Analysis - Moscow
    2015 - 2017
  • Postgraduate degree in Physical and Technical Information Technology
    Novosibirsk State University - Novosibirsk
    2014 - 2016
  • Master's degree in Automation of Physical and Technical Research
    Novosibirsk State University - Novosibirsk
    2012 - 2014
  • Bachelor of Science degree in Automation of Physical and Technical Research
    Novosibirsk State University - Novosibirsk
    2008 - 2012
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