FirstGuard (SignaPay Challenge)

Inspiration

Aimed at preventing online fraudsters

What it does

Validates the background of the merchant by getting publicly available information and verifying public reviews using sentiment analysis

How we built it

Pizza , coffee and some machine learning

Challenges we ran into

Exposing sentiment analysis endpoints and accessing public API's to verify merchant

Accomplishments that we're proud of

Sentiment Analysis works accurately, product is scalable and one can source data from multiple channels and the dashboard which

What we learned

Sentiment Analysis, exposing modules as web services and integrating the whole project in a seamless manner

What's next for FirstGuard (SignaPay Challenge)

Integrating more data streams and making a deep learning model which automatically sets the weights and improves on the existing result

Built With

• dotnet
• entity-framework
• jquery
• mssql
• python
• sentiment-analysis