Credit Card Intelligence: Leveraging Customer Financial Data for Business Growth

The project used RFM segmentation, and K-Means clustering to provide recommendations on how to increase the amount spent, and the number of transactions for a credit card company.

Supporting MSMEs by Strengthening Socially Driven MFIs through Crowdfunded Microfinancing

The project uses KIVA dataset to create a model that can predict whether or not a loan gets funded in KIVA, based on the inputted features.

SB19: Bringing Pinoy Pop to the World

This project aims to give out recommendations and ideas in helping SB19, a Filipino pop band, be more consistent in their streams in Spotify. It uses Spotify data to get the stream numbers, and other metrics of the SB19 songs.

Let's Play: Decoding Boardgame Buzz

This project used a dataset from Kaggle, which contains reviews for board games on BoardGameGeek's website. It used NLP techniques on board game reviews to determine, which type of board games are popular. This, in turn, would help local stores know which local board games to stock on.