Bon Appetit - AI powered recipe recommendation Systematic
- Location: New York University
- Project start date: Sep 2022
- Project end date: Dec 2022
- Group/Individual: Individual
- Individual Contribution: Developed the complete backend in AWS
Description
Designed and implemented an app for recipe recommendation based on user pantry info and soon-to-expire ingredients using a Deep Learning model trained on 1,000,000+ recipes and deployed in AWS SageMaker for inference Application backend comprises AWS Lambda, API gateways, Cloudwatch, and pipelines for efficient CI/CD The application monitors your pantry and the expiry dates of the product. There is a cloudwatch event that goes through your pantry to alert you about the items expiring soon. The mobile notification also sends you recommendation of recipes with that ingredient. The problem we aimed to sovle is i) Not waste food ii) not worry about what to cook. The application is built with several lambda functions, API gateways, SNS, SQS, Cloudwatch event, Pipelines