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AnalyseOptimize/README.md

Header

Projects

  • 🌟 The Central Bank of Russia hackaton. The task was to build RAG-system that can answer user's questions in natural language.
  • 🌟 Sense group hackaton (prize-winners). Development of an algorithm of matching resumes and vacancies. Repository is closed due to NDA.
  • 🌟 VK hackaton (prize-winners). 3 tasks: classification, computer vision and building recommendation system.
  • 🌟 SSA: my research work about implementation of Singular Spectrum Analysis for time series.
  • 🌱 Suicide analysis: analysis of world suicide mortality and refutations of some popular hypotheses. Linear regression for predicting mortality and PCA for reduction of dimensionality of categorical data.
  • 🌱 Graph project: parsing theater's comminuties on VK.com, analysing it's specifications and implementing of the algorithm of choosing optimal agents to maximize word-of-mouth effect with minimal costs.
  • 🌱 High frequency trading: implementing algorithms for trading on limit order book.

Skills:

Pytorch, sklearn, catboost, xgboost, lightgbm, pandas, numpy, seaborn, markdown, latex

Pinned Loading

  1. Data-Squad-of-Scoofs/cb-purple-hack Data-Squad-of-Scoofs/cb-purple-hack Public

    IT Purple Hackathon - Building LLM-based RAG chat-bot for the Central Bank of Russia

    Jupyter Notebook 5 1

  2. veidlink/Hackathon-of-the-Graduate-School-of-Business-and-VK veidlink/Hackathon-of-the-Graduate-School-of-Business-and-VK Public

    Predicting patient recovery using ML algorithms, image recognition for sanctuary by computer vision models, recommendation system for advertising banners

    Jupyter Notebook 1 1

  3. Singular-Spectrum-Analysis Singular-Spectrum-Analysis Public

    Research project about Singular Spectrum Analysis for one dimensional time series. Includes implementation and research about performing it on large series. RU

    Jupyter Notebook

  4. graph_project graph_project Public

    parsing theater's comminuties on VK.com, analysing it's specifications and implementing of the algorithm of choosing optimal agents to maximize word-of-mouth effect with minimal costs.

    Jupyter Notebook

  5. high_frequency_trading high_frequency_trading Public

    Project about extracting features from financial high frequency series and classify price change direction.

    Jupyter Notebook 2

  6. suicide_analysis suicide_analysis Public

    analysis of world suicide mortality and refutations of some popular hypotheses. Linear regression for predicting mortality and PCA for reduction of dimensionality of categorical data.

    Jupyter Notebook