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dvelkow/README.md

🧑‍💻 About Me:

  • 🎓 A Computer Science undergrad who is working on Data Engineering/ ML Projects.
  • ⚡ Developing Python automation solutions for businesses to streamline time-intensive tasks.
  • 🌱 Exploring the world of Machine Learning.
  • 📫 How to reach me: Email
  • 👁 Check out my personal site: dvelkow.me

🛠️ Languages, Libraries, and Tools:

Python Spark SQL MongoDB AWS NumPy Pandas Matplotlib Seaborn C++ Git

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  1. real_time_bulgarian_news_aggregator real_time_bulgarian_news_aggregator Public

    An ETL-driven web scraping and data visualization project that aggregates news from multiple Bulgarian news sources in real-time and creates an interactive dashboard with the fetched data.

    Python 2

  2. credit_risk_assessment_system_simulation credit_risk_assessment_system_simulation Public

    A data analytist solution designed to enhance credit risk assessment for financial institutions and businesses. This project leverages Apache Spark and modern data lake architecture.

    Python

  3. loan_prediction_classification loan_prediction_classification Public

    A Classification Model which predicts whether a loan will be approved based on applicant information, it leverages various classification algorithms to do so, featuring data preprocessing, explorat…

    Jupyter Notebook

  4. barebones_numpy_neural_network barebones_numpy_neural_network Public

    A hands-on exploration of neural networks through a from-scratch NumPy implementation, featuring real-time terminal visualization and tackling the classic XOR problem to deepen understanding of cor…

    Python