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izsolnay/README.md
  • 👋 Hi, I’m Ilona
  • This page is a work in progress, but a few key notes about me:
  • 👀 I’m interested in anything data analytics, machine learning, NLP, and GenAI integration
  • 🌱 Have Python, R, SQL, Tableau, Excel, collaboration, presentation, critical thinking, excellent writing skills, & bias awareness...
  • Currently exploring NLP sentiment analyses and frequencies with ML on ancient texts for interactive insights
  • Profolio includes ML/NLP models: GNB, simple and multiple regressions, tree-based and random forest, with XGBoost & Kmeans. AB testing, ANOVA...
  • Reach out if you have a project for me!
  • 📫 izsolnay@proton.me
  • 📎 in/ilona-zsolnay

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  1. Ancient_NLP Ancient_NLP Public

    Goal: Discover whether modern NLP tools and predictive algorithms can provide insights into ancient text corpora

    Jupyter Notebook

  2. TikTok_Python TikTok_Python Public

    ML models built to classify video types for streamlined quality control. With EDA and NLP tokenization.

    Jupyter Notebook

  3. WAZE_Python WAZE_Python Public

    Extensive EDA providing insights into user behavior & ML models built to predict user churn with feature importance

    Jupyter Notebook

  4. Penguins_Python Penguins_Python Public

    Detailed analysis of penguin dataset; K-means clustering and classification models built to predicate penguin features for superior penguin management

    Jupyter Notebook

  5. Cyclistics_Rproject Cyclistics_Rproject Public

    R analysis and report on how users use services differently with visuals - includes Tableau link

    HTML

  6. Chatbot Chatbot Public

    A simple conversational chatbot using NLTK and a Naive Bayes classifier

    Jupyter Notebook