Portfolio

Data Analysis

Philippine Household Income and Expenditure Analysis Dashboard

This project provides a detailed analysis of Philippine household income and expenditure using Tableau visualizations. It highlights regional disparities across Luzon, Visayas, and Mindanao regarding income, housing size, and spending patterns. The dashboard offers valuable insights into how households allocate their income and the socioeconomic challenges each region faces.

Home Credit Default Risk Forecasting

This represents the implementation of our Home Credit Loan Default Risk Forecasting Project, undertaken as a Kaggle Competition and a pivotal component of our inaugural capstone course. Within the collaborative group, my contributions were focused on identifying optimal indicators to discern the likelihood of default for individuals with minimal or no credit history.

Sales and Brand Analysis Report

This project was developed in response to the diverse challenges and inquiries posed by Sales and Brand Managers seeking strategies to enhance sales for two distinct brands of orange juices in the market. Employing sophisticated analytical methods, the project leveraged both Logistic Regression and Boosted Trees Models to provide comprehensive insights and actionable recommendations.

Hotel Reservation System using Python

This project entails the creation of a sophisticated hotel reservation system, designed to streamline the booking process. Featuring dynamic pricing for various room types, including premium penthouse suites, the system provides real-time availability tracking and efficient scheduling. Users can seamlessly navigate through diverse pricing options and room types, optimizing their hotel booking experience.

Marketing Projects

Busania Trading Management Brand Creation

This undertaking allowed me to conceptualize the brand identity for a nascent enterprise. Busania Trading Management stands as a venture established with the primary objective of assisting individuals in their trading endeavors and augmenting assets through precise wealth management practices. The methodology employed encompasses the utilization of sophisticated design tools such as Adobe Illustrator and Photoshop.

Interactive Games

List Builder Challenge (Still Developing)

The List Builder Challenge is a simple, interactive web-based game where multiple players add unique items to a list based on a chosen category (e.g., fruits or countries). Developed using HTML, CSS, and JavaScript, the game ensures fairness by hiding each player's input from others. If a player repeats an item already added by another, they are eliminated, and the game continues until only one player remains, who is declared the winner. The game logic and turn-based mechanics make it an engaging challenge for friends or groups, and it is hosted through GitHub Pages for easy access and sharing. To access the game directly, click this link.