AI Based Stock Market Trading App

ABOUT

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The client is an independent investor in from Canada. He has over 10 years’ experience trading in the US stock market.

WHAT WE DID

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Consulting

Architecture

Database Design

AI Modeling

Autonomous trading bot

TIMELINE & COST

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3 months
Development
USD 10,000
Approx. Cost
Complexity
Resource Intensive

OBJECTIVE

Build a trading bot to automate an options trading strategy in US stock market. The solution must be completely autonomous, must analyze data, make predictions, and complete trades on behalf of the trader. Once the strategy has been implemented and tested, it will be deployed as a service to other traders who can opt to invest in the strategy for a low monthly service fee.

THE SOLUTION

The solution was implemented by ingesting real-time ticker option chain data from a Yahoo finance API endpoint and storing filtered data into a data warehouse based on pre-selected symbols. Data was then analyzed to manually estimate positive sells and train a model that will be used to make predictions in real-time. Interactive brokers’ TWS API was used to make the trades in a cloud hosted VM. Data ingestion and storage uses serverless and cloud platform services.

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