Nikita Shevtsov Email and Phone Number

Building smart document-processing service

Gun detection on CCTV videostream project.• Creating hard ”real world” augmentations of images• Experimenting with YOLOv5, Visual Tranformers, 3D Convolutions.

Face Recognition in online conferences project.• Implemented MobileFaceNet architecture• Improved approach to deal with unconstrained data by adding augmentations, stacking MLP and gradientboosting. We reduced necessity to choose threshold manually.• Created data processing pipeline: detect, align, augment face image• Worked with GPU cluster• Result: fully automatic face verification system that warns admistrator about violation with 0.95 accuracy• Now we are writing paper for IEEE Xplore Conference