Posts by Collection

portfolio

Defence of The Nexus

2D RPG game
A 2D RPG game with multiplayer and flexible architecture on C++ and Qt. Developed as a team project at university. https://github.com/programmer229/DefenceOfTheNexus

Distributed messenger

Built a secure distributed messaging app in Python with my team. It keeps working even if 30% of the devices are offline. A user can easily send files, texts, videos and photos at a good speed, and everything will be protected with modern encryption. https://github.com/PGSStas/papeerus

Telegram Bot

Telegram bot for car plates recognition
Enhanced the accuracy of a computer vision model for recognizing car license plates by implementing a crowdsourcing validation mechanism to verify predictions in cases where the model lacked confidence. Additionally, designed a user-friendly Telegram bot to display model’s results. This project was undertaken independently.

publications

Improving Efficiency Of VF3 And VF3-light Algorithms For Sparse Graphs

Published in 16th International Conference on Pattern Recognition and Information Processing proceedings, 2023

This research looks at the improvement of VF3 and VF3-light performance on sparse large graphs by using vertex representations such as Node2Vec and Struc2Vec.

Recommended citation: D. Dzenhaliou, V. Sarvanov, "Improving efficiency of VF3 and VF3-light algorithms for sparse graphs," Pattern Recognition and Information Processing (PRIP 2023), 17–19 Oct. 2023, pp. 300– 304. https://prip.by/2023/assets/files/PRIP2023_proceedings.pdf

talks

teaching

Lecturer

Data Science course, Epic Institute of Technology, 2023