Adam Gulyas's repositories
backtesting-lab
A platform that allows users to generate stock trading algorithms with Natural Language Processing, Machine Learning, and technical indicators.
diversifying-with-bitcoin
Data analysis that aims to evaluate Bitcoin as a diversification instrument to a US equity portfolio.
lstm-rnn-predictions
Use an LSTM RNN to predict bitcoin closing prices using historical price data and the Crypto Fear and Greed Index.
credit-risk-evaluator
An analysis of several statistical models using peer-to-peer lending service data to predict credit risk.
financial-planning
Data analysis and Monte Carlo simulations of savings and retirement portfolios, and a 50/50 Bitcoin and Ethereum portfolio.
blockchain-ledger-system
A blockchain-based ledger system, complete with a user-friendly web interface. This ledger allows partner banks to conduct financial transactions (that is, to transfer money between senders and receivers) and to verify the integrity of the data in the ledger.
btc-eth-sentiment-analysis
Applying natural language processing to understand the sentiment in the latest news articles featuring Bitcoin and Ethereum.
currency-price-forecasting
Predict future movements in the value of the Canadian dollar versus the Japanese yen.
pca-kmeans-crypto-clustering
Applying Partial Component Analysis (PCA) and K-means clustering to a set of tradable cryptocurrencies.
cnn-vs-xgboost
Predicting the prices of the SPY ETF with a convolutional neural network coupled with long short-term memory.
dash-template
Boilerplate architecture for a simple Dash app
fraud-detection
Analyzing outliers in transaction data to detect fraudulent activity.
fungible-erc20-token
Code, deploy, and test the contracts associated with launching a crowdsale to distribute KaseiCoin tokens.
job-automation
Financial analysis of a hypothetical ramen restaurant.
machine-learning-trading-bot
A machine learning algorithmic trading bot that learns and adapts to new data and evolving markets.
portfolio-analysis
An analytical comparison of a hedge fund portfolio, an algorithmically traded portfolio, and the S&P 500 Index.
shopify-case-study
A case study on Shopify as a payment company in the fintech sector.
toronto-housing-analysis
Data analysis of Toronto real estate values over the past fifteen years.