Resume from December 12, 2019

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Data Scientist/Python Developer, 25 000 UAH

Full-time, remote.

City:
Kyiv

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Additional information

Petro Mykolayovych Romanets

26 Apr 1983, Kyiv

SUMMARY OF QUALIFICATIONS
Python 2 year of experience
C++ - 1 year of experience
Maple -5 years of experience
FORTRAN – 3 years of experience
Good knowledge in linear algebra and mathematical statistics
Excellent practical knowledge in numerical simulation of transient processes in solid state electronics
Native Ukrainian Speaker, intermediate in English and fluent in Russian
Ph. D. in semiconductor physics

WORK EXPERIENCE
Librimind LTD
Jun 2018 – may 2019
Data Scientist
Data analysis and modelling with Numpy, Pandas, Scikit-learn.
Predictive modeling using neural networks with Keras and Scikit-learn
Program testing with PyTest.
Big Data processing using PySpark.
DeskTop application using PyQt5
Open Soft
Aug 2019 - present Data Scientist
Data analysis and modelling with Numpy, Pandas, Scikit-learn.
Program testing with PyTest.

Lashkaryov Institute of Semiconductor Physics of National Academy of Sciences of Ukraine, Kyiv
1 Nov 2010 – present
Researcher
Participate in target setting
Numerical and analytical calculations of mathematical physics problem
Manuscripts preparation for publication
Theoretical investigation of contacts current voltage characteristics
Theoretical investigation of non-equilibrium kinetic processes in classical semiconductors and graphene

Lashkaryov Institute of Semiconductor Physics of National Academy of Sciences of Ukraine, Kyiv
1Sep 2006 – 30 Des 2009
Post gr. Student, Engineer
Numerical and analytical calculations
Manuscripts preparation for publication
Reports preparation
Theoretical investigation of transient kinetic processes in semiconductor structures

National University of Food Technologies, Ukraine, Kyiv
1 Nov 2008 – 30 Jun 2008
Junior member of teaching
Lecturing

EDUCATION
Lashkaryov Institute of Semiconductor Physics of National Academy of Sciences of Ukraine, Kyiv
1 Sep 2006 – 30 Des 2009
postgraduate student
Ph. D. in semiconductor physics, Mar 2012, dissertation: “Nonequilibrium processes in semiconductor structures and graphene, resulting from photoexcitation or carrier heating field”

National Technical University of Ukraine, “Kyiv Polytechnic Institute”, Kyiv
1 Sep 2000 – 30 Jun 2006
student
Master’s degree, 2006
Bachelor, 2004

Summary skills: Python (Numpy, Pandas, Scikit-learn, PyQt5), C++ (stl, boost), Git, Visual Studio (version control systems), os: Ubuntu, Windows

Short DS projects description:
1. Analysis of the historical data of TV channels to describe their viewers' Engagement and Loyalty.
2. Modeling of the complex physical processes in factory production.
3. Cars exhaust gas analysis


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