Overview
Customer is a world’s largest member association representing the CPA profession. Wanted to leverage machine learning for their e-commerce site to make a personalized recommendations of online learning products to their clientele of CPAs
Business Challenge
- Feature extraction from complex relational data
- Co-existence of superseded data and contemporary data
- Integration with existing search engine
Innoflexion Solution
- Architected and designed scalable data model
- Handled data ingestion and building extraction logic
- Designed configurable recommendation engine that would adapt to any change in weight assigned to features
Technology Stack
Apache storm, Spark
Result
- The customer went live with their e-commerce site leveraging a recommendation engine as a service and