Digital Analytics Insight Generation

Challenge

  • Targeted Campaigns: Focused targeting of customers with customized components.
  • Identifying cross-sell and up-sell opportunities.
  • Near real-time decision making.

Solution

  • Data Processing: Open source Big data solution (Scala) to process massive amounts of structured and unstructured data in real time.
  • Data Storage: Hortonworks Hadoop for collection and storage of unlimited data.
  • Analytics (Collaborative Filtering): Mahout based Hybrid collaborative filtering algorithms.

Results

  • 20% better targeting for campaigns.
  • 5% more cross-sell up-sell opportunities.
  • Sales goes to by 3-4%.

Practice

Big Data & Advanced Analytics

Client

Global Retail Company

Technology

Hadoop, Hive, Scala Java, Spark, ML

Role

Architecture & Development