In the current video data analysis project, I solved the problem of classifying objects using neural networks. Developed a complete set of tools necessary for training neural networks, as well as a library that allows using of neural networks. (Torch/Lua, C++, CUDA, OpenMP, Python(numpy,scipy,scikit), convolutional neural networks)I am the lead developer of the next video data analysis project. Objects detection and classifying problem with neural networks were solved under my leadership. A module that loads and uses neural networks was developed. Objects tracking problem and the approaches for solving of the problem were investigated. A module that solves the problem was developed. (Torch/Lua, Caffe, TensorFlow, C++, CUDA, OpenMP, Python(numpy,scipy,scikit), convolutional neural networks, recurrent neural networks, kernelized-correlation filters, Fast Fourier transform)

(full time)Participated in the development of MOST library. Implemented algorithms of exact arithmetic in some library modules. Optimized current algorithms, Implemented my own search tree structure activly using C++ templates. (C/C++, STL, Boost, C++ templates, exact arithmetic )

(full time)Participated in the development of a set of programs for the numerical solution of the equations of gas dynamics and thermal conductivity. The theoretical investigation of some difference schemes for solving the system of equations. Finished parallelization of computational core technology with OpenMP. Finished paralleling some service programs using the technology of MPI. (finite difference method, OpenMP, MPI, Fortran)Participated in a joint project with OKBM im.Afrikantova. Using elements of the theory of similarity, we carried out a theoretical study of the problem and conducted a series of numerical experiments. We proved the applicability of some turbulence models to describe the task. The results were presented at the conference. (finite volume method, similarity theory, Star-CD, Fortran)

(part time)Participated in the development and implementation of numerical solution methods for surface diffusion simulation in parallel mode using MPI. Introducing the EP3D software package module, carrying out numerical experiments. Development of the interface for C language for the library implementing algorithms of level set methods.

(part time)Updating the method of numerical measurements of surface flatness, implementation of software for the thermal measurement module, the incorporation of plug-in software for the parent package. Installation of the module and conduction of numerical experiments on the equipment of OJSC «NLMK».