About Us

Welcome to finance.fyi!

finance.fyi aims to make financial analysis simpler and more accessible for everyone. By using Large Language Models and simple visual analytics, we hope to reduce the barrier to entry to understand financial topics and conversations.

Along with this site, I am building a suite of informative media that includes short-form, long-form, and eventually written content.

Check out what I've created so far: @markets_fyi.

This project is exclusively built and maintained for the purpose of education.

All 500 companies' previous 5 years of 10K's (annual financial filing) and 10Q's (quarterly financial filing) have been downloaded, and compressed.

Currently, the site only analyses the most recent 10K of each Fortune 500 company, and displays the trailing 12 months closing price for each.

These 10K's are passed to Gemini's 1.5 model with a prompt that outlines a response for the company's financial risks and opportunities.

That information is returned and displayed for each company, along with the company's trailing 12 months closing price, industry and subsector, and headquarters location.


If you are interested in learning more or contributing, please reach out @markets_fyi on instagram, or email ryanmmurray8@gmail.com.

Tech: Python, Large Language Models (Gemini), Flask, Pandas Dataframes, Docker, JSON, Matplotlib, Github, HTML, CSS, Javascript, BeautifulSoup, Requests.

Explore the Github: https://github.com/rymurray1/charlie