davidtstill Goto Github PK

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.

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.

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.

sentiment_analysis_djia

Analyzing daily news headlines to predict the direction of the Dow Jones Industrial Average

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.

solidity_profit_splitter

Smart contract built to allow a hypothetical company to pay its employees.

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?

time_series_analysis

Testing various time-series tool to predict future movements in the value of the Japanese yen versus the U.S. dollar.

trump_speech_nlp