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  • Data Analyst Student @ ITS ICT Academy
  • Rome, Italy

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nataliiaborovyk/README.md

Nataliia Borovyk

Data Analyst student interested in data analysis, machine learning and information system modeling.

I enjoy understanding datasets, designing structured systems and building analytical tools that transform raw data into useful insights.

Main Projects

🔹 Hotel Booking Cancellation Prediction – ML Project

Machine Learning project predicting hotel booking cancellations using historical data.
Pipeline built in Dataiku and fully reimplemented in Python.

🔹 SIATE – Clinical Parameters Dashboard

Interactive dashboard for analyzing clinical parameters over time.
React frontend + Flask backend.

🔹 RistoBook – Restaurant Booking System

Information system modeled with UML and implemented in Python OOP, exposed through REST APIs with Flask.

🔹 ML Models Playground

Collection of machine learning models and neural network experiments developed during my Data Analyst training.
Includes classical ML models and deep learning experiments.

🔹 Information Systems UML Modeling

Collection of database design projects focused on conceptual modeling, UML diagrams and relational database design.

Current Focus

  • Data Analysis
  • Machine Learning
  • Information Systems Modeling
  • Data-driven applications

Technologies

Python • Pandas • Scikit-learn • LightGBM
TensorFlow • Keras
Flask • React • SQL • UML
Git • GitHub • Dataiku

Contact

LinkedIn
https://www.linkedin.com/in/your-profile

Pinned Loading

  1. hotel-booking-ml-project hotel-booking-ml-project Public

    Machine learning project predicting hotel booking cancellations using Dataiku and Python

    Jupyter Notebook 1

  2. clinical-parameters-dashboard clinical-parameters-dashboard Public

    Interactive dashboard for analyzing patient parameters over time (React + Flask)

    JavaScript

  3. ristobook-restaurant-booking-system ristobook-restaurant-booking-system Public

    UML-modeled information system implemented in Python OOP with Flask REST APIs

    Python

  4. information-systems-uml-modeling information-systems-uml-modeling Public

    Collection of database design projects using UML modeling and relational schemas.

  5. ml-models-playground ml-models-playground Public

    Collection of machine learning models and neural network experiments implemented with Python, Scikit-learn and TensorFlow.

    Jupyter Notebook

  6. ITS_BD ITS_BD Public

    Exercises on SQL and relational database design from my ITS training

    PLpgSQL