Probability prediction of S&P 500 quarterly returns falling within predefined return ranges using Bayes linear regression model

stores html version of notebooks

US stock market valuation using Shiller TR CAPE and Buffett Indicator

Monte Carlo simulation based on portfolio weights between US Large Cap Stocks and Total US Bond Market, assuming different withdrawal rates and Normal or Student-t distribution

Economic indicators using Python and APIs

Expected sigma event frequency of S&P 500 daily returns based on historical returns, compared to normal distribution expected frequency.

Config files for my GitHub profile.

Time-Series Analysis

Investment analysis based on the Graham and Buffett value investing methodology

Investing strategy backtesting using BT Python library

World Bank API country stats using WBGAPI python library

An attempt to determine the direction of crypto asset price movement based on selected market information as well as to identify if there are leading indicators that could point the direction of mo…

Technical analysis using pandas-TA python library

Portfolio optimization using Riskfolio-Lib

Compilation of technical analysis tools (EMA, Bollinger bands), fundamental analysis, machine learning models (LSTM, Random forest, ARIMA, GARCH, Markov Regime Switching), traditional stock predict…

Technical Indicators using Alpha Vantage API

Stock screener, sentiment analysis and html scraper using data and news from FinViz

Crowdsale Smart Contract with Solidity

Sentiment Analysis using Natural Language Processing

Ethereum Smart Contracts with Solidity, Remix IDE, Ganache, MetaMask

Cryptocurrency wallet simulation

Proof of Authority (PoA) blockchain simulation using Geth

Financial planning and portfolio analysis using APIs

Data visualization

Stock portfolio analysis

Random Forest model win-lose prediction based of AWS dataset for NBA Seasons 2002-2016

Stock Price Prediction with LSTM Machine Learning Model