CogniCart (E-commerce Review App)
Serverless AI-driven recommendation engine that personalizes the e-commerce experience using ML to analyze review patterns and predict purchases.
AWSMLServerlessPython
What it does
- Built entirely on AWS: scalable, cost-effective, and fast. Serverless architecture costs $0 when idle and scales for traffic spikes.
- Storage (S3): Holds raw product review data and the final AI model (model.tar.gz).
- The Brain (SageMaker): ML model trained with Scikit-Learn; calculates mathematical distance between products to find the best match for each user.
- The Bridge (Lambda & API Gateway): Serverless layer that receives requests, asks the AI for a recommendation, and returns the answer in milliseconds.