Inspiration
We were inspired by the gamestop market increase and wanted to help out the new investors who don't wan't to gamble their life savings on volatile markets
What it does
It uses AI to predict prices and change in prices, and then calculates volatility. It also shows a graph.
How we built it
We used an LSTM to make models and ran the LSTM in a microsoft azure vm. We only made ~40 models but with the data we had we could've made up to 2000 models. We then used flask to host our application and html to render our ui
Challenges we ran into
We ran into an issue with cacheing and the graph wouldn't reset. our microsoft azure vms also didn't have the best scaling so they slowed down by 1500% so we couldn't get more models.
Accomplishments that we're proud of
Our application has zero bugs and works quite well. It also has real world use and can be updated frequently given new data
What we learned
We learned how to implement LSTM's
What's next for SafeStocks
More Data More Models A nap
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