Projects

2026

Aerial Object Tracker

https://i.imgur.com/g2DzkRx.gif A drone view dataset is used to fine-tune the base Faster RCNN model to learn aerial object detection. The model is further enhanced with …
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2025

Teaching LLM to play chess ... badly

https://codeberg.org/mlyn/llmchess/media/branch/master/boards/game1.gif In this project we used lichess database to train a large language model to play chess at certain ELO. Legal moves are enforced by format …
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2024

Ukrainian Migration Flow Model

https://codeberg.org/mlyn/ukrainian-migration-flow-model/media/branch/master/vis.gif This project visualizes migration sentiment of displaced people from Ukraine collected from Telegram public channels starting from the …
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