NPV Model is modeling an every key variable which impact on recovery rate for each bond. At the past due point, NPV Model to enable predicting accurate collection rates and making decisions on selling bonds, internal management, delegating CB and etc...

PANIROIS provides data analytic services via Machine Learning methodologies. Machine Learning brings more complicated data modeling and modeling automation and implements overfitting prevention algorithm.

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Creating new service by analyzing big data

The project was developing new service for financial institution which provides benefits (interest rate / limit) to outstanding customers by analyzing telecom data. It is meaningful because thin file (young adults / housewives) customers, who were difficult to evaluate by traditional assessment model can be evaluated.