Assessment, Development and Implementation

Challenge

  • Recommendation Engine: Product to product and customer to product recommendation.
  • Big Data: Aggregate and analyze data from multiple channels and multiple channels and multiple data formats including structured and unstructured files.
  • Near real-time decision making.

Solution

  • Data Processing: Open source Big data solution (Hive/Pig) to process massive amounts of structured and unstructured data.
  • Data Storage: Hortonworks Hadoop for collection and storage of unlimited data.
  • Analytics (Collaborative Filtering) Map: Reduce collaborative filtering implementation in Hortonworks.

Results

  • Multimillion straight dollar saving annually from partner engagement versus in-house and saved license costs.
  • Cutting-edge analytics enabled improved products recommendations.
  • Enhanced Customer Experience resulted in increased revenues.

Practice

Big Data & Advanced Analytics

Client

Large US Telco Company

Technology

Hadoop, Mahout, Python

Role

Architecture & Development