2021 - CURRENT FGUP GosNIIAS

Deputy head of departement

Leading a half of department: more than 75 people (scientists, developers, engineers, testers and other technical staff), divided into 4 laboratories

  • Development of application software
  • Development of DCNN algorithms for object classification, detection and tracking, recognition, image segmentation, 3D dense reconstruction, lidar data analysis, face detection and recognition, behaviour recognition, NLP, data analysis
  • Development new DCNN architectures and learning methods: reinforcement learning, auto ML, NLP, attention models
  • Writing papers, participation in the top conferences (IEEE, SPIE, ISPRS)

Project management:

  • Client-server system of aerial photography
  • Client-server video analytic system for CCTV cameras
  • Client-server biometric system for CCTV cameras
  • ROS2 set of applications for autonomous driving
  • NLP and attention models for document classification and correlation
  • auto ML for real-time applications
  • reinforcement learning for antagonistic games

2012 - 2021 FGUP GosNIIAS

Head of laboratory

Leading a laboratory of 12-14 people (scientists, developers, engineers, testers and other technical staff), divided into 3 groups

  • Development of application software
  • Development of DCNN algorithms for object classification, detection and tracking, recognition, image segmentation, 3D dense reconstruction, lidar data analysis, face detection and recognition, behaviour recognition
  • Writing papers, participation in the top conferences (IEEE, SPIE, ISPRS)
  • Development of new methods for image processing and machine / deep learning

Project management:

  • Client-server biometric system using DL photos in US (West Virginia, Indiana)
  • Client-server system of aerial photography
  • Library for video analysis (ITV/AxxonSoft)
  • Client-server video analytic system for CCTV cameras
  • Client-server biometric system for CCTV cameras
  • ROS2 set of applications for autonomous driving
  • Leading two RFBR grants (12-07-00789 Technology and development of intelligent video analytics for automated situational video surveillance and security, 15-07-09362 Detection and identification of the person and the vehicle on the images from the cameras)

2010 - 2012 FGUP GosNIIAS

Head of group

Leading a group of 4-6 people (developers and engineers)

  • Development of application software
  • Development of algorithms for scene analysis and processing of video sequences
  • Writing papers, participation in conferences

Project management:

  • Library for video analysis (ITV/AxxonSoft)
  • Client-server face identification system

2006 - 2010 FGUP GosNIIAS

Engineer
  • Study of state of the art papers on image processing
  • Development of new methods of image processing and the scene analysis, video analysis
  • Development of probabilistic methods for the detection and tracking of moving objects on video sequences
  • Writing papers, participation in conferences

2005 - 2006 FGUP GosNIIAS

Technician
  • Study of state of the art papers on image processing
  • Writing papers, participation in conferences
  • Studying programming languages

2009 - 2014, 2021 Moscow Aviation Institute

Associate professor

Lectures:

  • Probability theory and statistics
  • Applied statistics in sociology
  • AI and data processing

Seminars:

  • Probability theory and statistics
  • Applied statistics in sociology
  • Mathematical analysis
  • The theory of stochastic processes
  • AI and data processing