Освіта:
- Вища освіта (1999): Київський національний університет будівництва та архітектури, магістр комп’ютерних наук
- Аспірантура (2023): Київський національний університет імені Тараса Шевченка, доктор філософії, комп’ютерні науки
Кар’єра:
- з 2010: Samsung R&D Institute Ukraine, Staff Engineer
- 1997-2010: EnranTelecom, Senior Software Engineer
- 1995-1997: Open Systems (PIE – NET), Software Engineer
TECH SKILLS:
- Programming languages: C/C++, SQL, UML, TeX, Java, XML, HTML/CSS
- Libraries: STL, OpenCV, Boost, TensorFlow, Cairo, FreeType/FontConfig, Skia, libxml2, etc.
- Tools: Git, CMake, P4, Doxygen, Valgrind, SWIG, Yacc/Bison
- OS: Linux, Android, Windows, Tizen
- Databases: SQLite, Informix, Sybase, Oracle, MySQL
- Application development tools: Enterprise Architect, Rational Rose
- IDE: Eclipse, Visual Studio, Android Studio, Borland C++ Builder, Delphi
- Network protocols: TCP/IP, UDP, HTTP, SOAP
Деякі наукові публікації:
- Karina Korovai, Dmytro Zhelezniakov, Oleg Yakovchuk, Olga Radyvonenko, Nataliya
Sakhnenko, Ivan Deriuga. Handwriting Enhancement: Recognition-Based and
Recognition-Independent Approaches for On-device Online Handwritten Text Alignment.
IEEE Access (2024) - Karina Korovai, Dmytro Zhelezniakov, Olga Radyvonenko, Oleg Yakovchuk, Ivan Deriuga,
Nataliya Sakhnenko. Recognition-Independent Handwritten Text Alignment Using
Lightweight Recurrent Neural Network. SIGGRAPH Asia 2023 Posters (2023) - Viktor Zaytsev, Dmytro Zhelezniakov, Anastasiia Cherneha, Olga Radyvonenko. A Study on the
Usability of Handwriting Assistant for Smartphone’s Lock Screen. International Conference
on Human-Computer Interaction (2023) - Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko. Online handwritten mathematical
expression recognition and applications: A survey. IEEE Access (2021) - Dmytro Zhelezniakov, Anastasiia Cherneha, Viktor Zaytsev, Olga Radyvonenko. A New
Approach to Data Annotation Automation for Online Handwritten Mathematical
Expression Recognition based on Recurrent Neural Networks. 2021 IEEE International
Conference on Systems, Man, and Cybernetics (SMC) (2021) - Anastasiia Cherneha, Dmytro Zhelezniakov, Pavlo Tytarchuk, Vasyl Tereshchenko.
Segmentation of handwritten mathematical matrices using the area voronoi diagram.
IEEE EUROCON 2021-19th International Conference on Smart Technologies (2021) - Olekandr Marchenko, Olga Radyvonenko, Tetiana Ignatova, Pavlo Titarchuk, Dmytro
Zhelezniakov. Improving text generation through introducing coherence metrics.
Cybernetics and Systems Analysis (2020) - Oleg Yakovchuk, Anastasiia Cherneha, Dmytro Zhelezniakov, Viktor Zaytsev. Methods for lines
and matrices segmentation in RNN-based online handwriting mathematical expression
recognition systems. 2020 IEEE Third International Conference on Data Stream Mining &
Processing (DSMP) (2020) - Dmytro Zhelezniakov, Anastasiia Cherneha, Viktor Zaytsev, Tetiana Ignatova, Olga
Radyvonenko, Oleg Yakovchuk. Evaluating new requirements to pen-centric intelligent user
interface based on end-to-end mathematical expressions recognition. Proceedings of the
25th International Conference on Intelligent User Interfaces (2020) - Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko. Acceleration of online recognition
of 2D sequences using deep bidirectional LSTM and dynamic programming. Advances in
Computational Intelligence: 15th International Work-Conference on Artificial Neural Networks,
IWANN (2019) - Dmytro Zhelezniakov, Viktor Zaytsev, Olga Radyvonenko, Yevhenii Yakishyn. InteractivePaper:
minimalism in document editing UI through the handwriting prism. Adjunct Proceedings of
the 32nd Annual ACM Symposium on User Interface Software and Technology (2019)