I am a 3rd year student pursuing a career in Machine Learning. I have a deep understanding of NLP and have learned Recommender Systems with Graph Neural Networks.
I actively participate in hackathons and typically serve as a team captain.

MIREA — Russian Technological University, Graduating in 2026
Bachelor's degree, Software engineering

• Image Search and Description Generation
  • Used ViT to get vector representations of images
  • Found similar images in the database using FAISS
  • Trained a GPT model to convert image vectors into text vectors
  • Github: https://github.com/Papr1ka/Digital_breakthrough
• Stream Chat Analysis
  • Worked with sentiment analysis and BERT models to identify negative comments and technical issues
  • Identified spikes in negative activity using mathematical formulas and sent alerts to support
  • Augmented text data
  • Worked with LLama/Saiga
  • Github: https://github.com/Papr1ka/Digital_breakthrough2
• Developed a photo classifier for a Pinterest-like platform with a friend. It automatically tagged images to improve searchability. My contribution involved research and deploying the classifier on a dedicated server.

• "Talent Case 2023" Hackathon by Sberbank
  • Finalist among 134 teams.
  • Augmented text data, analyzed data, and generated new ideas
  • Created an ensemble model for rewrite prediction that took several metrics as input, including tf-idf, cosine distance, etc.
  • Easy solution for businesses without additional resource costs
  • Github:https://github.com/SaSniyKex/FINAL-talent-case-2023-Alyans-Ramenki-Shelkovo

• Algorithms 3.0(Yandex)
• SQL (Stepik)
• Studcamp "Math in AI" Yandex