Education 2002-2005 Cybernetic Center of the National Academy of Science of Ukraine, post-graduate student. A PhD thesis ”The technology for construction of 3D models of continuous surfaces by stereo images”, speciality – systems and facilities of artificial intelligence. 2002 Probation in Dresden Technical University (Germany) on the faculty of artificial intelligence. Subject: analysis and recognition of the stereo images. 2000 Probation in Association of Applied Information Science (Gesellschaft zur Foerderung angewandter Informatic) (Berlin, Germany). Subject: calibration of picture-taking devices. 1996-2002 National Technical University of Ukraine “KPI”, physical & engineering faculty, profession – computer science, specialization – applied mathematics of the physical processes, fields and systems.
The experience of research & development, pedagogical and production work from 2007 Project manager in «ITT-consulting» (customer – «Yves Saint Laurent»). Goal of the R&D project – development of the software and hardware system for automated optical based quality control of the perfumery bottles. Subjects: • Customer communication, technical requirements formulation • Technical task formulation, working plan development • Staff recruitment (up to 7 people) • Software architecture design, technical capabilities estimation • Development of the pattern recognition algorithms for data analysis, task formulation for developers • Development of testing plan, Scrum based control of development cycles • Documentation of project (regularly weekly reports, scientific reports, presentations, user and administrator manual, sprint development plans) • Provision of Demo-version for developed system, presentation of achieved results for the customer.
from 2002 Lecturer of the Institute for Applied System Analyses (IASA) in National Technical University of Ukraine. The lecturer of the course “The theory of information and coding” (group over 100 people). Curriculum includes the classical Shannon coding theory, the image coding, the foundations of pattern recognition theory (supervised and unsupervised learning, Bayesian decision theory, the tuning of parameters of the recognition systems). The course includes lectures, practical and lab lessons.
2006 System analyst in «Innovative marketing». Subjects: • Information system for expert decision making architecture development; it increases company profit thanks to target marketing of goods. • Creation of technical specifications for SW development, project documentation based on RUP. • Forecasting of customer purchasing capabilities using unsupervised mathematical models, Bayesian networks, GMDH. • Data system analysis, revelation of losses reasons in production chain. • Staff recruitment and its management during system development, outsource team control. • Development in Microsoft Visual Studio 2003 of program module that provides both forecasting of customer purchasing capabilities and target advertisement. • Trainings holding for company employees (UML, statistical pattern recognition algorithms). 2005 Head of software development department. Information center of National judicial administration of Ukraine. Subjects: • Software designing (financial monitoring systems, supporting of departmental informational resources). • Project management (receiving of customer requirements, technical task formulation, resources planning, production control, state trials). • Application and innovation of software complexes. 1999-2005 Cybernetic Center of the National Academy of Science of Ukraine, image processing and pattern recognition department. Research fellow, responsible executor of the commercial and scientific projects, team leader. Subjects: • Analysis and solution of complex mathematical tasks, development and realization of numerical algorithms of discrete optimization (optimal labeling tasks, searching for the shortest paths on graph, searching for the maximum flow on a net, estimation of the parameters of systems in supervised and unsupervised modes, estimation of the hidden parameters of Markov random fields). • Scientific research of the actual pattern recognition problems: binocular computer vision, human identification by his face image, texture segmentation of aerial images, processing of drawings and schemes. • Stereo images processing: the reconstruction of 3D models of objects by their stereo images, creation of sculpture of human face by his stereo pair. • Creation of hardware&software complexes (human identification, panorama images making, tracking of moving objects) on the PC basis, development of the software by Microsoft Visual C++ in Windows environment. • Development of software for portable devices (digital stereo cameras, human face identification) on the basis of Linux environment. • Processing of video and 3D graphics in helps of DirectX: development of software for visualization of 3D models of objects.
Professional skills • Information analysis, mastering of new knowledge and skills. • Goal-orientation, team leading. • Communication with client • Algorithmisation of physical processes and tasks. • Programming in high and low level (С++, Java, Assembler, MatLab). • Numerical methods of optimization. • Methods for 2D and 3D machine graphic processing. • Knowledge of development methodologies (RUP, GOST-19, Scrum, XP).
Used tools and technologies • Ubuntu, Windows • MySql DB • Microsoft Developer Studio, NetBeans, KDevelop • QT • Doxygen • SVN, CSV, Microsoft Source Save • Visual Paradigm for UML • Jira, MS Project • C++: Pattern design (GoF), Effective C++ (Meyers), Exceptional C++ style (Sutter) • Java EE5: JDBC, JPA, ORM Hibernate, JSF
Achievements • Project manager of over 5 successfully finished and innovated project. • Responsible executor and team leader in over than 5 successfully finished R&D works (”Creation of S&H complex for building 3D model of human face by stereo images”, ”Creation of panorama images by rotating camera”, “Human identification by his face image”, etc.). • Author of 13 printed works. • Winner of the nominal stipendium of the National Academy of Science of Ukraine. • DAAD grant winner. • Winner of the Kiev school physical contest, 2nd prizewinner of the Ukraine physical contest.
Foreign languages knowledge • English – spoken and technical, scientific. • German – spoken.
The reasons of new work searching • Changing the scope of activity to get the new knowledge and skills. • Salary increase. |