beating-the-market-with-ai

Comparison of various machine learning models on a trading algorithm with the goal of identifying a model capable of producing returns across various stocks.

c1-loan-analyzer

Program used to filter through a list of loans and generate a csv of the most affordable options.

c10-credit-risk-resampling

This project is an analysis of peer-to-peer lending data using Logistic Regression and oversampling to identify whether or not oversampling helps the model better predict healthy and risky loans.

c11-venture-funding-with-deep-learning

This project uses deep neural networks to create models that predict whether or not a business will become a success if invested in.

c12-machine-learning-trade-bot

This project uses machine learning models to train and evaluate a trade algorithm with the goal of increasing the cumulative returns relative to the actual returns.

c13-pychain

Blockchain-based ledger system built in Python with a user-friendly web interface.

c14-fintech-finder

Application that allows user to select a candidate, calculate the wage to hire that candidate, and send the transaction from their address to the candidates via an easy to use web interface.

c15-joint-savings

Joint savings account smart contract created with Solidity.

c16-kasei-coin

ERC-20 token, crowdsale, and deployer contracts to crowdsale a new token called KaseiCoin (KSC) and allow users to purchase newly minted tokens.

c2-loan-qualifier

Program that intakes bank and user data and generates a csv of available loans from select banks.

c3-crypto-arbitrage

Financial analysis of Bitcoin to identify arbitrage opportunities using historical data.

c4-risk-return-analysis

Analysis of fund portfolios and the S&P 500 to identify ideal portfolios for a firm's suite of fund offerings.

c5-financial-planning-tools

Two financial analysis tools to help credit union members 1. visualize current savings accounts and determine if enough funds are available to create an emergency fund and 2. assist in financial planning for retirement

c6-housing-rental-analysis

Analysis of sale price per square foot, gross rent, and available housing units for various neighborhoods in San Francisco.

c7-etf-analyzer

Analyze single ETF assets and ETF portfolios using python, pandas, and SQL. Deployable as a web app using voila.

c8-crypto-clusters

Analysis of different cryptocurrencies using unsupervised learning to cluster based on performance in different time periods.

c9-forecasting-net-profit

Analysis of stock prices, Google trends data, and sales data to identify seasonal trends and forecasting using the Prophet library.

crypto-vs-the-market

Analysis of Bitcoin and the S&P 500 to identify best investment opportunity. Analysis includes long-term holding, shorter-term trading, and Monte Carlo simulations to find the most profitable opportunities and potential future investments.

fruit-classification

CNN that classifies fresh and rotten fruit. Transfer learning using the VGG16 model and data provided by Kaggle.

landscape-flyover

majidkouki

Config files for my GitHub profile.

qr-code-generator

Simple program using user input data to generate a QR code.

roboadvisor

stock-forecaster

Simple web application using the Prophet library and financial APIs to provide stock price forecasts.

unbrokentoken

New token creation and ICO