Case Study : Fraud Detection System - Mobile & Internet Banking

Menggunakan metode gabungan dari Rule Based dan Unsupervised Learning

  • Unsupervised Learning:
    • Customer spending behavior
    • Customer profiling analysis
    • Geographical locations

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Data analytics : Students' social economic grouping

During covid19  pandemic, a school plan to allocate support to students that really need it and at the same time skip the physical on-site survey and interview.

Avoid misallocation by analyzing parents/ family data (school)

 

Data analytics: Finding the right strategy to increase fee-based income of cellular ’pulsa’ retailer

A bank which is also offering cellular minutes/ data quota top-up retail intend to find an effective strategy and program which can increase the purchase volume of customers by analyzing the customer behavior and pofile data (bank).

Machine Learning : Insurance claim checking automation

Claim checking Is tedious manual task which can be automated using machine learning model to reduce checking manual process cost more than 50% and maintaining the total lost to very minimum level. (insurance company).

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Case Study Work Process Streamlining & Automation

A study case of reviewing business processes, perform BPI/BPR and automate processes in leading financial industy…

 

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Application User-Friendliness and Smartness (Knowledge Management Function)

This case is about internal essential application used by the call center agents and involves a knowledge management system.

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