Recently we launched a recommendation engine, which was built using AWS Serverless technology. The journey of implementing this solution turned out to be an interesting one on a number of levels. Since its deployment into production, we thought it would be a good idea to share some of our lessons.
Bucket of Data
Essentially the system transforms a very large dataset into smaller ones that are used to create audiences or data segments which are used for hyper targeted EDMs.
To get from the initial state to the final state, the data is transformed over several stages using 8 Lambdas. Continue reading →
Having recently decided to embrace React.js for some of our front end applications we soon reached the limitations of simply wiring components together. When you start with a simple React application you will create many components. At some point a change in one of these components will need to update another component. eg. If you change a Price text field, you need to change the page title to reflect that. Continue reading →