David T. Still's repositories
Budget_Retirement_Analysis
Analyzing a the financial profile of a hypothetical person to help them plan for retirement. Utilizes the Plaid API and Alpaca API.
Solidity_Crowdsale
Launching a hypothetical crowdsale to fund the development of "Puppercoin". The contract mints the tokens automatically and distributes them to buyers in one transaction. Inherits contracts from the OpenZeppelin library.
Sustainable_Investing
Analyzing the performance of sustainable mutual funds compared to the performance S&P 500. Is there a price to be paid for sustainable investing?
Clustering_Crypto
Performing a cluster analysis to classify different types of cryptocurrencies.
davidtstill
Brief profile about me and my interests
Fundrise_Analysis
Analysis of the real estate crowdfunding platform Fundrise
LSTM_Bitcoin
Model bitcoin closing prices utilizing deep learning recurrent neural networks. One model utilizes closing prices, the other model uses the Crypto Fear and Greed Index (FNG), a daily index that analyzes the sentiment of the Bitcoin/crypto market, to predict the closing price.
Sentiment_Analysis_DJIA
Analyzing daily news headlines to predict the direction of the Dow Jones Industrial Average
Machine_Learning_LendingClub
Evaluating several machine-learning models to predict credit risk using LendingClub data.
NLP_Crypto
Applying natural language processing to understanding the latest sentiment of news articles featuring Bitcoin and Ethereum.
Portfolio_Analysis
Analyzing the performance among various algorithmic, hedge, and mutual fund portfolios and comparing them to the S&P 500.
Pyviz_RE_Dashboard
Examining the real estate data for various neighborhoods in San Francisco and creating a dashboard to examine the characteristics of these submarkets.
Restaurant_PNL_Analysis
Analyzing a hypothetical restaurant's P&L statement and outputting the results to a .txt file.
Solidity_Profit_Splitter
Smart contract built to allow a hypothetical company to pay its employees.
Time_Series_Analysis
Testing various time-series tool to predict future movements in the value of the Japanese yen versus the U.S. dollar.