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Recommendation Engine


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  • Co-existence of superseded data and contemporary data 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
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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


  • The customer went live with their e-commerce site leveraging a recommendation engine as a service and


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