Evgeny Dedov Email & Phone Number

Cyprus

Кипр

LLMs / semantic search / RAG

Natural Language Processing and analyzing tools for scientific papers.

Development, experiments with various architectures and training sequence-to-sequence generative model that generate paper abstract for given title. Worked with transformer-based encoder-decoders and GANs.Abstractive summarization for text fragment, for given entities.

Porting OpenCV OpenCL-compatible implementation for Elbrus processors. Converters between csr and MatrixMarket formats.

Developing a tool for modeling Newtonian physics processes based on the LibGeoDecomp library and using HPX for parallel execution. Tool should be easy for use, it should enable end users the creation of simulation with a minimal amount of code. (user can model scene in Blender, export it in text format and pass as argument to the command). The user uses domain terms rather then writing a large amount of irrelevant code.

Worked in pair on developing protocol similar to Diffie-Hellman, but a lot more crypto-resistant. During progress we had to do everything from research activities and mathematical description to implementation. It had to be published, but I had to suspend work on the project.

Bachelor, Information Technologies

Education record

Physics/Mathematics

Education record

Activities and Societies: Graphics, Drawing, Painting, CG