Experience

Kryptonite

• Russian Federation
• Software Development
• 1 - 100 Employee

• Researcher in Big Data & Machine Learning

  • Aug 2021 - Present

  Machine learning, big data, analytics, computer vision, edge computing, cyber security: Searching of new concepts in scientific publications. Transfering SCHP parser from Pytorch to TensorFlow Lite to run on edge platform Google Coral. Improve performance of e-graphsage for Network Intrusion Detection Systems (NIDS). Reviewing papers related to GNN, adversarial attack, diffusion models, sensitivity analysis. Dealing with layer-wise relevant propagation. Machine learning, big data, analytics, computer vision, edge computing, cyber security: Searching of new concepts in scientific publications. Transfering SCHP parser from Pytorch to TensorFlow Lite to run on edge platform Google Coral. Improve performance of e-graphsage for Network Intrusion Detection Systems (NIDS). Reviewing papers related to GNN, adversarial attack, diffusion models, sensitivity analysis. Dealing with layer-wise relevant propagation.



Institute of High Temperature Electrochemistry

• Екатеринбург, Свердловская область, Россия

• Senior Researcher Scientific Computing

  • Oct 2014 - Jul 2021

  Group leader (supervision of 5 researchers). Searching for promising areas of research. Appliying for a grants. Project management (grant of RSF No. 18-73-10205, grants of RFBR No. 16-33-60095 and 20-03-00897). Prediction of chemical stability of solid electrolyte Li7La3Zr2O12 against metallic lithium and cathode materials. Developing of own software for molecular dynamics simulation (azTotMD, written on C++ and CUDA). Speed up calculation with CUDA (approx. 10 times on RTX2080Ti). Supervising of PhD student. Developing of all-solid-state batteries. Show less