/loans-data-analytics

I worked on a data analytics project where I developed models to assess IRB credit risk. I also created Looker dashboards that were tailored to meet the specific needs and goals of the project.

loans-data-analytics

I worked on a data analytics project where I developed models to assess IRB credit risk. I also created Looker dashboards that were tailored to meet the specific needs and goals of the project. I have these tasks for IRB risk model and for dashboards.

Tasks

Task 1

Analyses should be created and grouped for finding trends in loan performance.

Task 2

There are analyses needed to show financial health

Task 3

There are analyses needed for repayment analysis

Task 4

Geographical data need to represented.

Task 5

Managers need analyses for borrower demographcs

Task 6

Create quantitive analyses for credit history

Task 7

Managers need to dashboard for understand trends in risk assessment:

Task 8

There are analyses requrie for managers to understand overall situation of portfolio.

IRB credit risk model

According vaolume of data, there are some components which they should be created. These components are key factors of IRB credit risk model.

Task 1

Create probability of default (PD) component

Task 2

Create exposure at default (EAD) component

Task 3

Create loss given default (LGD) component