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1. ridership_forecast ridership_forecast Public

   I use Facebook's Prophet, LinkedIn's Greykite, and classical ARIMA frameworks to forecast transit ridership; performance is limited by data granularity.

   Jupyter Notebook

2. warehouse_density warehouse_density Public

   We used forest and linear regression methods to model health outcomes in communities with high e-commerce warehouse density.

   Jupyter Notebook 1 2

3. wwc_2022_hackathon wwc_2022_hackathon Public

   Collaboration. Neural Net Diabetic Retinopathy Detection, Lightweight.

4. language_classification language_classification Public

   I successfully classified language used by two car-affinity Reddits, using PRAW to pull data and determine if language can be used for targeted marketing for respective Tesla X and Porsche Taycan f…

   Jupyter Notebook

5. SAT_real_estate SAT_real_estate Public

   I model aggregate Standardized Test Scores as a function of Real Estate Listing Prices for schools in corresponding ZIP codes in California.

   Jupyter Notebook

6. another_ames another_ames Public

   I explore the Ames Housing Dataset, highlighting the importance of qualitative (human-assessed) features in determining value.

   Jupyter Notebook