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KatherineJH/README.md

Hi there πŸ‘‹

🌱 I completed a master's degree in Data Analytics, which encompasses Data Science and Business Analytics. My main interests are Statistical Analytics with Data Visualisations, Machine Learning, Deep Learning and Business Predictive Analytics.

πŸ”­ My thesis project is about Enemble machine learning techniques with optimisation, Airbnb data in Italy. To predict profitability from an investment perspective, different and new feature engineering and selections are applied.

πŸ‘― I collaborated on a Java full-stack project for a social sharing community platform that encourages volunteering and donations. The project integrates React and Flask to serve ML/DL models on dashboards. It includes features such as talent sharing with neighbours, a payment system, an AI chatbot, Elasticsearch, real-time chat, sentiment analysis, and sales prediction systems.

πŸ‘©β€πŸŽ“ Degrees

  • MSc in Data Analytics, National College of Ireland (2023)
  • HDip in Computing(Computer Engineering), National College of Ireland (2022)
  • BSc in Physical Therapy, Yong In University (2014)

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  1. Airbnb_Prediction_for_Profitability Airbnb_Prediction_for_Profitability Public

    Ensemble machine learning techniques with hyperparameter optimisations for Italian Airbnb data to predict profitability from an investment perspective.

    Jupyter Notebook

  2. HR-Analysis-and-Promo-Prediction HR-Analysis-and-Promo-Prediction Public

    Jupyter Notebook

  3. timeseries_In_R timeseries_In_R Public

    Time series Analysis in R with Dublin Airport Departures data from Jan 2010 to Sep 2022

    Jupyter Notebook

  4. movieBlog-webApp movieBlog-webApp Public

    JavaScript