Petro Mykolayovych

Резюме Data science

26 марта 2022 г.

Киев

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Petro Mykolayovych ********

***********, Kyiv

SUMMARY OF QUALIFICATIONS

Python 3 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

Nova Poshta
Mar 2020 – present		Data Scientist
Data analysis and time-series predictive modeling. Data pipelines, sql automation (SQLAlchemy, pyodbc, etc.) Dashboards preparing (dash, flask)

			Open Soft
Aug 2019 – Jan 2020	Data Scientist
Data analysis and modeling with Numpy, Pandas, Scikit-learn. Program testing with PyTest.

			Librimind LTD
Jun 2018 – May 2019		Data Scientist
Data analysis and modeling with Numpy, Pandas, Scikit-learn. Predictive modeling using neural networks with Keras, Scikit-learn Program testing with PyTest. Big Data processing using PySpark.

Lashkaryov Institute of Semiconductor Physics of National Academy of Sciences of Ukraine, Kyiv
********** – August 2019	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
******** – *********	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
******** – *********	Junior member of teaching
Lecturing
EDUCATION Lashkaryov Institute of Semiconductor Physics of National Academy of Sciences of Ukraine, Kyiv
******** – *********	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
******** – *********	student
Master’s degree, 2006 Bachelor, 2004

Summary skills: Python (Numpy, Pandas, Scikit-learn, BeautifulSoup, Keras, Flask/Dash, etc.), C++ (basic knowledge), Git, Visual Studio (version control systems), os: Ubuntu, Windows

Short DS projects description:

1.Parcels traffic predictive modelling, automation of staff timetable planning and logistical problem solving
2.Analysis of the historical data of TV channels to describe their viewers' Engagement and Loyalty.
3.Modeling of the complex physical processes in factory production.
4.Cars exhaust gas analysis

My tiny home-project with dash/flask: http://olimp.pythonanywhere.com (available only in Ukrainian)

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Киев

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EDUCATION