Inspiration
We wanted to make information more accessible to investors, to allow them to make more informed decisions.
What it does
Displays information about stocks and uses AI to predict the closing stock prices using past stock data, insider trading reports and sentiment analysis of articles.
How we built it
We used a VADER model for the sentiment analyst.
Challenges we ran into
Open-source rate limiting Disabled APIs for Reddit and Twitter
Accomplishments that we're proud of
Using multiple AI models to give a collective recommendation.
What we learned
Implementing open-source AI models is much different compared to using a simple AI API
What's next for ARTO
Using the EDGAR API, we can track company assets and create a more accurate prediction.
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