Covered Call Profit Predictor
The Covered Call Profit Predictor is an innovative project that leverages advanced financial modeling and web development skills. I crafted a robust Monte Carlo simulation framework, capable of predicting covered call options profits across a diverse portfolio of over 5000 stocks. To make these predictions accessible and informative, I designed an intuitive web application using ReactJS, Chakra-UI, and Rechart. This web app offers users a dynamic and interactive way to visualize Monte Carlo simulations for covered call options. Furthermore, I enhanced the user experience by implementing real-time results using Python and Typescript with socket technology.
React
Python
Yfinance
Rechart
FastAPI
Websockets
Pandas
Numpy
