PaperMarket

Papermarket is a web application that allows users to trade in the stock market without actually investing real money. The users are given a certain amount of fake money which they can use to trade in the stock market. The users can also use the AI model to predict the stock prices of the next day and can also see the stock prices of the companies in real-time. They can also view the stock analysis for a particular company.

Problems Solved

- Share market investing is often encouraged nowadays, since not only does it beat inflation but seldom also brings exponential returns.

- Investing however can be a tedious task for many beginners since share trading platforms can often be overwhelming.

- This in turn restricts users, for it presents the risk of putting people's savings at stake.

- This is where paper trading or demo trading comes in to help.

- Using a demo account allows first time traders to experience and trade with an account that looks and acts similarly to the real online trading accounts traders use. 

- Users can also take the assistance of our trained AI, which can make calculated predictions based on the previous performance of a stock.

Feature 1 : Real time stock updates

- Users can tracks shares of any company live time. 

- Users can see live time share performance in form of candle-sticks to get the feel of a actual trading platform.

- Users can track live market conditions.

Feature 2 : AI Prediction Model

- Our trained AI is backed up with statistical data streams of 20+ years.

- Users are given fixed credits on registration, which they can further exchange for a calculated prediction of the share price ahead of its listing. 

- The AI model uses previous performance of a stock in the market to predict its upcoming trend.

Feature 3 : Stock Analysis

- Users can analyse and pick stocks meticulously with the help of our stock profiles. 

- Stock profiling is done based on various parameters res such as previous calls, market volume and caps (upper or lower).

- Stocks are listed to give an idea to users about overall market conditions (bearish/bullish trends).

Feature 4 : Fully Secured

- Confidential User data such as passwords, transaction history and call puts are saved securely on our private server databases.

- User profile info is locked and is accessible only after sign in.

- User call puts are securely transferred to the market ensuring authentic results.

About This App

- User can register using their Email accounts.

- Users can learn how to trade through reading the trends through the chart.

- We have included a small predictor of the trend of the next day for the Users using ML model and are rewarding users with a certain amount(fake).

- The website is fully encrypted.

🛠 Tech Used ||

Python (Machine Learning), TensorFlow, Numpy, Pandas, Sklearn, HTML, CSS, React.js, NodeJS,MongoDB, ExpressJs, JWT

Problems faced

- Plotting the candlestick chart on the page.

- Finding the right API's to get the desired results.