Knowledge of classical data structures, C++ STL and design patterns.Knowledge of ML theory and its successful application in the work / academic researches, Kaggle and local contests.Successful application of Deep Learning for number of tasks in area of object / action recognition and scene understanding (mostly academical). At least basic understanding of all modern techniques (including CNNs and RNNs, Reinforcement and Adversarial learning,network models etc.) and tools (including various frameworks and libraries, NVIDIA toolkit etc.) in the area. Academic research of 3D face reconstruction using single monocular image(as part of the graduation work) also with sufficient results.Strong experience in scientific / research projects as part of the team also singly. Ability to work on the task independently on a par with sharing the task / information within a group.Experience in server configuring and maintenance (file-server, print-server, DB-server, UPnP-server, CI-server). Experience in cryptography, including the practical experience in security provision of software using protection dongles.
Сентябрь 2015 — По настоящее время
Сентябрь 2010 — Июнь 2014