MarketPred

Inspiration

Ayush, one of our members, has been investing recently, and he wanted a platform to be able to view statistics about the stocks he wants to invest in. We wanted to provide a vast array of tools for investors to be able to use easily.

What it does

Plots data about current stock information and adds on a prediction using Machine Learning.

How we built it

We built it using the Next.js framework using Typescript and React. For the machine learning model, we used a Long Short-Term Memory (LSTM) model.

Challenges we ran into

We struggled with integrating the model into the app and displaying the information on a graph. Also, we should have ended up using a framework for the UI earlier on; converting later on was challenging.

Accomplishments that we're proud of

We're proud of at least getting a basic understanding of React and Next.js, given that we started with no experience.

What we learned

We learned how to create React components that nest within each other, how to make a machine learning model to predict future stock prices, how to parse json files, and how to route websites

What's next for MarketPred

Built With

• nextjs
• react