SUMMARY:

• Have deep understanding and vast practical using of data algorithms for machine learning, classical mathematical skills with statistical background, practical experience in numerical modeling and comparing received results with experiments. Have above twenty years practice with developing and using software in different areas. Have considerable experience in cooperation with teams with different scientific, practical and IT background.
• Have unprecedented ability for gathering novel knowledge and experience. Doctor of Philosophy in Physics (Specialization - Physics of Charged-Particle Beams). Have a Master Degree in Applied Mathematics with honor.

TECHNICAL SKILLS:

Skills: Machine learning, data mining, exploratory analysis Data Analytics, data science, getting and cleaning data Python, Pycharm, Spyder, Jupiter NLP - processing, tokenization, OpenCV Regression, logistic regression Numpy, pandas, scikit-learn Xgboost, lightgbm, SVM, Na ve Bayes, decision tree k-NN, random forest Tensorflow, PyTorch R, RStudio, Sparklyr SQL Tableau AWS Hadoop Artificial Intelligence Statistical Analysis, Probability theory Git, GitHub IMSL, Fortran libraries for numerical methods C, C++, MS Visual C++ C#, Javascript, Java Maple, Matematica, Origin Latex, Tex, Winedt MS Office (Word, Excel, Access, PowerPoint, Visual etc.) HTML, HTML5 CST, HFSS Acrobat, CorelDraw, CoreXara Modeling of physical processes, high current relativistic electron beam Mathematical physics, numerical methods, differential equation Hilbert space, Banach space, hydrodynamics Directional and non-directional graphs, optimization problems on graph

PROFESSIONAL EXPERIENCE:

Confidential, San Diego, CA

Data Scientist

Responsibilities:

• http://damsgroup.com/ formed team of seasoned analytics and engineers who have a strong background and experience in machine learning; provided consultations for organizing process of creation an intelligent online system based on machine learning algorithms that ensure maximum reliability in fraud detection; built prediction model for investigating of influence of information provided by HR department for better control and decrease of the turnover in a company; won 1 gold (NLP-processing), 1 silver, 7 bronze medals in Kaggle completions; received s from Udemy, DataCamp; maintained developed software, provided scientific consultations for Confidential ; used results of developed software and analytical model for publishing 5 scientific publications.

Confidential

Research Scientist

Responsibilities:

• passed PhD exam, February 2016; received degree of Doctor of Philosophy in Physics (Specialization - Physics of Charged-Particle Beams), May 2016; with co-workers won collaboration grants between Confidential and different international organization; developed final release of software for modeling of high current relativistic charged-particle beam in coaxial drift tube; optimized its working time up to 30%; in collaboration with different departments and teams built analytic and numerical models of variety permanent magnetic systems which decreased the mass of magnetic system up to 15% and to increased intensity of its magnetic field by up to 20%; used results of developed software and analytical model for publishing more than 30 scientific publications and presentations on scientific seminars and conferences; presented results of PhD thesis on several scientific conferences and seminars.

Confidential

Lead (Senior) Engineer

Responsibilities:

• expanded developed earlier software for modeling transport of high current relativistic charged-particle beam in coaxial drift tube by improving its analytical and numerical models which allowed to take into consideration physical nature of the beam; developed beta-release software package describing different complicated aspects of dynamics of quasi-relativistic charged-particles in cylindrical drift tube which increased accounting physical property of particles; developed antennas of different configurations using CST, HFSS, Matlab for radiation noise signal, predicted possibility to increase quality of antenna pattern for near 50 %; developed software based on numerical models of non-linear equation with delay which allowed deeper understanding of physical nature of non-linear material; used results of developed software and analytical model for publishing more than 30 scientific publications and presentations on scientific seminars and conferences.

Confidential

Software engineer, editorial secretary, project manager, team leader

Responsibilities:

• improved cooperation between different teams, which decreased project completion time by 25 %; rganized effective connection with clients and collaborates; developed software application based on analytical and numerical models of transport of high current relativistic charged-particle beam in coaxial drift tube which allowed to find beams’ and tubes’ parameters for increasing beams’ output power up to 50 %; created electronic catalog of institute; developed software application for parameter prediction of nonlinear system of coupled circuit increasing frequency oscillation in circuit up to 1 GHz; compared received results with experiment; determined computer models of different waveguide systems with the help of CST and HFSS for parameters optimization; developed software modeling for melting of paraffin plug in oil-pipe lines and equipment of oil wells; designed software based on established connection between numerical, analytical and physical models of different process; published journal “Electromagnetic phenomena” (in paper and electronically) http://www.emph.com.ua/: corresponded with author and referees, made the “master layout”, referred papers, decreased issues publication time; used results of developed software for publishing more than 30 scientific publications.

Confidential

Postgraduate student

Responsibilities:

• built analytical models of hydrodynamic process; wrote several scientific publications based on developed analytical model.