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1. Data-Curation-test Data-Curation-test Public

   Data curation project focused on collecting, cleaning, and structuring datasets for downstream analysis.

   Jupyter Notebook

2. Relationship_vaccination_and_COVID-19_cases Relationship_vaccination_and_COVID-19_cases Public

   Data analysis exploring the relationship between vaccination rates and COVID-19 case trends across regions.

   Jupyter Notebook

3. Toxicity_Bias_Analysis_Perspective_API Toxicity_Bias_Analysis_Perspective_API Public

   Analyzed toxicity detection bias in Google's Perspective API across demographic groups. Explored how ML-based content moderation can produce uneven outcomes.

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4. Churn_for_Bank_Customers_Analysis Churn_for_Bank_Customers_Analysis Public

   Predicted bank customer churn using five classifiers (Random Forest at 86.4% accuracy). Interpreted predictions with LIME and evaluated gender bias via group-specific accuracy.

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5. Airbnb_Pricing_Analysis Airbnb_Pricing_Analysis Public

   Analyzed 13,800+ Seattle Airbnb listings to predict pricing. Engineered 15 features from 92 raw variables, evaluated five regression models, and selected Random Forest (R² = 0.63).

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6. DISC-socialNU DISC-socialNU Public

   React app for Northwestern students to find classmates with shared courses. Supabase Auth + filterable profile cards. Built with DISC.

   JavaScript