PinnedPublished inNerd For TechWallstreetbets Sentiment Analysis on Stock Prices using Natural Language ProcessingThe following is the first part in an ongoing project to analyze sentiment on the famous (or infamous?) subreddit, r/Wallstreetbets. The…Jun 9, 2021Jun 9, 2021
Published inNerd For TechWallstreetbets Sentiment Analysis Part 2: Predicting the Stock MarketPreviously, on Wallstreetbets Sentiment Analysis…I started the project out with sentiment extraction and database development. For a…Nov 10, 2021Nov 10, 2021
Published inThe StartupPredicting Credit Card Defaults with Machine LearningAccording to Federal Reserve Economic Data, credit card delinquency rates have been increasing since 2016 (sharp decrease in Q1 2020 is…Feb 26, 2021Feb 26, 2021
Published inAnalytics VidhyaForecasting Google’s Stock Price with ARIMA ModelingAfter the Gamestop fiasco with the subreddit r/wallstreetbets, I became very intrigued with the stock market. It promises the opportunity…Feb 16, 20211Feb 16, 20211
Natural Language Processing: Topic Modeling Trump SpeechesI recently dove into a project to conduct a topic modeling analysis on President Donald Trump’s speeches. I web-scraped 8 speeches from…Nov 15, 2020Nov 15, 2020
The Sneaker Game: DatafiedThe following is a breakdown of a project I completed at Metis Data Science BootcampOct 13, 2020Oct 13, 2020
Week 1 at Metis Data Science BootcampBeginning the transition from a career in lending to a career in data science…Sep 28, 2020Sep 28, 2020