Experience

ITFB Group

• Russian Federation
• IT Services and IT Consulting
• 1 - 100 Employee

• Sr. SWD (Computer Vision)

  • May 2022 - Present

  Document recognition system: table structure recognition, layout recognition, microservice design. Document recognition system: table structure recognition, layout recognition, microservice design.



DINS

• Russian Federation
• IT Services and IT Consulting
• 100 - 200 Employee

• Sr. SWD (Computer Vision)

  • Jul 2019 - Apr 2022

  - Super Resolution / color enhancement research (GANs, knowledge distillation for speed improvement); - Human Segmentation (training pipeline, architecture construction, delivery to production automation, optimization for Tf.JS, ONNX, CoreML frameworks); - Face Detection (full cycle: data, training, architecture); - White/Chalk/Green boards localization; - Content digitalization: text detection (+OCR) and shapes (lines, circles, etc.), sketches detection; - Super Resolution / color enhancement research (GANs, knowledge distillation for speed improvement); - Human Segmentation (training pipeline, architecture construction, delivery to production automation, optimization for Tf.JS, ONNX, CoreML frameworks); - Face Detection (full cycle: data, training, architecture); - White/Chalk/Green boards localization; - Content digitalization: text detection (+OCR) and shapes (lines, circles, etc.), sketches detection;



Freelance

• St Petersburg, St Petersburg City, Russia

• SWD (Computer Vision)

  • May 2019 - Jul 2019

  Make system for number plates recognition in real-time (YOLO + object tracking + plate segmentation + OCR). Make system for number plates recognition in real-time (YOLO + object tracking + plate segmentation + OCR).



C&R Systems

• United States
• Computers and Electronics Manufacturing
• 1 - 100 Employee

• SWD (Computer Vision)

  • Feb 2019 - May 2019

  Construct computer vision system for video analytics: people / cars counter (YOLO + object tracking + statistic calculation) Construct computer vision system for video analytics: people / cars counter (YOLO + object tracking + statistic calculation)