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yaassonn/README.md

Sofiia Zadorozhnaia

MIPT student β€’ Applied Mathematics & Physics


πŸ“¬ Contact


🧠 About Me

I am a student at MIPT specializing in Applied Mathematics and Physics.
Interested in Machine Learning and NLP, working with embeddings and language models.

I like to understand how models represent meaning and build simple but interpretable solutions.


βš™οΈ Tech Stack


πŸš€ Projects

πŸ”Ή Word Sense Disambiguation

  • DeBERTa embeddings
  • Centroid-based classification
  • PCA / t-SNE visualization
  • Error analysis

πŸ‘‰ https://github.com/yaassonn/wsd_project


πŸ”Ή C++ Algorithms

  • String processing
  • STL practice
  • Basic algorithmic problems

πŸ”Ή Python Experiments

  • Small scripts and utilities
  • Work with data and models

πŸ“Š GitHub Activity



✨ Currently

  • Studying ML methods
  • Improving understanding of language models

Pinned Loading

  1. wsd_project wsd_project Public

    Word Sense Disambiguation with DeBERTa-v3-base, centroid classification, PCA/t-SNE visualization, and error analysis

    Jupyter Notebook