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iryna-savchuk/README.md

Iryna Savchuk

Data Analyst / Data Scientist

I am a Data Science professional with 5 years of enterprise experience in Data Analysis and Machine Learning. Highly versatile, I have worked in various domains: digital healthcare, e-commerce, autoML, and anti-fraud solutions.

I have a Master's in Mathematics from Kharkiv National University in Ukraine. In addition, at the current moment, I am getting my second Master's Degree in Data Science and Advanced Analytics at Nova IMS in Lisbon.

Interests:

  • Data-driven decision making
  • Deep Learning application
  • NLP and Text Mining
  • Anti-fraud systems and Anomaly Detection

Technology Summary:

Python Scikit Learn Pandas Numpy PyTorch TensorFlow NLTK Keras SQL MongoDB PySpark Plotly Dash

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  1. langchain_snippets langchain_snippets Public

    Code snippets for working with LLMs, LangChain, and Deep Lake

    Jupyter Notebook

  2. IR-and-RAG-with-Chroma IR-and-RAG-with-Chroma Public

    Advanced Retrieval for AI with Chroma (deaplearning.ai)

    Jupyter Notebook

  3. text-mining text-mining Public

    Repo with code samples for various Text Mining techniques

    Jupyter Notebook

  4. 3D 3D Public

    3D Deep Learning (PyTorch3D and more)

    Jupyter Notebook

  5. CI4O_project CI4O_project Public

    This is a Final Project for the course "Computational Intelligence for Optimization" in Nova IMS. The project is devoted to Genetic Algorithms application to solve the Image Classification problem.

    Jupyter Notebook 1

  6. DV_project DV_project Public

    This is a Final Project for the Data Visualization course in Nova IMS.

    Python 1