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FoggySmile/README.md

About Me

👋 Hi there! I'm Natalia, a passionate software developer and data scientist specializing in Big Data, Machine Learning, and NLP. I'm currently pursuing my Master's degree in Artificial Intelligence and Behavioral Economics at ITMO University.

  • 🌱 I’m currently improving my skills in Python, C/C++, SQL.
  • 🔬 I love working on mathematical models, optimizations, and system analysis.

Technical Skills

  • Languages: Python, C/C++, SQL, Bash
  • Big Data: PySpark, ClickHouse
  • ML/DL Frameworks: scikit-learn
  • Data Visualization: Matplotlib, Seaborn
  • Cloud and DevOps: Docker, Kubernetes

Experience

  • Machine Learning Projects: Created recommendation systems, sentiment analysis tools, and clustering algorithms.
  • Data Science Projects: Analyzed large datasets from various industries including finance and social media.
  • Research: Working on a thesis topic related to mathematical modeling of payment behavior.

Education

  • ITMO University - Artificial Intelligence and Behavioral Economics

Get in Touch

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  1. BigData_ITMO BigData_ITMO Public

    Big Data: Spark Lab and ClickHouse Lab Solutions

    Jupyter Notebook

  2. ML_labs_ITMO ML_labs_ITMO Public

    Лабораторные работы по машинному обучению

    Jupyter Notebook

  3. NLP_labs NLP_labs Public

    Лабораторные работы по NLP

    Jupyter Notebook

  4. python-project-49 python-project-49 Public

    This is the first project in the Python-developer course

    Python

  5. SQL_Bootcamp SQL_Bootcamp Public

    SQL Bootcamp

    PLpgSQL

  6. RecSys RecSys Public

    RecSys

    Jupyter Notebook