Knowledge of classical data structures and C++ STL. Knowledge of Machine Learning 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. Academic research of 3D face reconstruction from single photo and NN performance optimization. Understanding of all modern techniques (including CNNs, RNNs, Reinforcement and Adversarial learning, neural network models etc.) and tools (including various frameworks and libraries, NVIDIA toolkit etc.) in the area. 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.
Сентябрь 2015 — Июнь 2017
Сентябрь 2010 — Июнь 2014