The Freshwell project is comprised of a suite of apps integrated with a Wagtail CMS driven website in support of an innovative low carb diet system. The freshwell diet is a pioneering low carb system developed by GP's to achieve sustainable weightloss and reverse type 2 diabetes.
Antbits Ltd partnered with Freshwell to grow the brand and secure investment and support from clinical commissioning groups.
Freshwell food scanner App
Using a bespoke utility I worked with the Freshwell team to prototype a custom algorithm that rates barcode identified products on a traffic light scale.
The open food facts database was specified as the data source, comprising 3.6 million records handling incomplete data and edge cases was quite a challenge. To this end we utilised the Google Sheets API as a reporting tool, enabling users to submit inaccurate ratings from the App enabling an iterative improvement of the algorithm.
https://apps.apple.com/cz/app/freshwell-food-scanner/id6478665950
https://play.google.com/store/apps/details?id=com.freshwell.foodscanner
Freshwell website
We also built a Wagtail and Snipcart based e-commerce site help to inform and support users of the Freshwell diet.