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There are many students applying for a loan but only a few complete the process. Diosa Jamila Angsioco, Kathlyn Cacho, and Hanceely Villa were motivated to make a study regarding student loans to improve access to education.
Tropang South was able to determine the bottlenecks in the application process and as a result, they provided better marketing strategy for Bukas Finance Corp.
The scholars performed classification and clustering algorithms to address the drop off issue of many interested applicants on an online student loan company. In addition, they gathered significant information regarding the personas of the applicants and recommended ways to gather leads for the company.