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Migros Recommender

  • What is the purpose of this project: This recommender recommends offers to Migros customers based on their shopping behavior coming from their cumulus card.

Link to DEMO or 30s VIDEO of the project

  • Link to POC demo or video:
  • Link to the blogpost if it exists: none
  • Is it protected with a psw/login: just login to migros with your cumulus :)


  • What is the benefit for the customer: The customer gets to see more relevant offers (e.g. no meat first for veggie lovers)
  • What is the benefit for the business: The business owner can offer more relevant offers to the customer.


  • How much MD did you use to build it: confidential


  • Which data is it based on: cumulus ID data

Used Technologies

  • Which technologies were used: Kafka, Hadoop, SciKit Learn, Redis


  • Which things could be build with this project if you had more time: Recommendation can for example include online behavior.