Konstantin Dobrokhodov
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Konstantin Dobrokhodov
- Current 5 years and 10 months, since Aug 2020
Data Scientist (Computer Vision)
SBER
Task: Development of OCR legal documents to extract text and data from stamps. Executed: - Optimization of old developments. The execution speed of classic CV algorithms has been increased by 40%, neural networks by 70%; - Code refactoring. Creation of a single format for all models; - Creation of instructions for marking, and approaches for their control; - Optimization of neural networks (ONNX, OpenVINO); - Preparation of a service for output to prod.
- 1 year and 1 month, Aug 2019 - Aug 2020
Computer Vision Engineer
State Research Institute of Aviation Systems (GosNIIAS)
Task: Combining multi-spectral images to improve visibility for pilots. Executed: - Choice of metrics; - Image preprocessing using classical CV algorithms; - Searching and cleaning new data, creating queries to generate new data using computer graphics; - Training of neural networks, comparison of quality with alternative approaches.
Ausbildung von Konstantin Dobrokhodov
- 2 years, Sep 2018 - Aug 2020
Optical engineering
Bauman Moscow State Technical University
Development of optical systems and image processing algorithms
- 4 years, Sep 2014 - Aug 2018
Optical engineering
Bauman Moscow State Technical University
Development of optical systems
Sprachen
Russian
C2 (Verhandlungssicher / Muttersprachlich)
English
C1 (Fließend)
German
A1-A2 (Grundkenntnisse)
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