Петро

Petro Mykolayovych Romanets

26 Apr 1983, Kyiv

Addr. Ukraine, Kyiv, Bogatyrska-str., 18a,3, 4209
Tel. [відкрити контакти](див. вище в блоці «контактна інформація»)
Mail [відкрити контакти](див. вище в блоці «контактна інформація»)

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 time series forecasting
 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
1 Nov 2010 – 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
1 Sep 2006 – 30 Dec 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 Dec 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, 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)