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KonstantinBurkin/README.md

Hey, I'm Konstantin 👋

  • 🎓 Data Scientist with experience in Classic ML, NLP, Analytics and Development.
  • 💼 Proven track record of developing ML models, from research and prototyping to production.
  • 🔭 Recently focused on building prediction systems for highly sparse, high-cardinality datasets.

Below you'll find projects showcasing practical ML and data science skills:

  • 2 personal projects built for movie analytics, recommendations, and search
  • 3 research projects from my PhD work

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  1. rag-movie-search rag-movie-search Public

    Online app with semantic movie search: vector retrieval over 34K plots + LLM reranking that explains why each pick matches, grounded in the actual plot.

    Python 1

  2. cardiovascular-risk-prediction cardiovascular-risk-prediction Public

    Research project: Prognostic ML-models and key-feature extraction for analysis of cardiovascular complications

    Jupyter Notebook 5 1

  3. movie-list movie-list Public

    Online dashboard for logging watched movies and generating personalized recommendations via collaborative filtering.

    Python 1

  4. medicine-intake-uplift-modelling medicine-intake-uplift-modelling Public

    Research project: Medicine intake assessment in patients with uplift modelling

    Jupyter Notebook 1

  5. parse-records parse-records Public

    Research project: Risk assessment modelling on parsed text medical records

    Jupyter Notebook 1