Case Files / Projects

Data Analytics / Machine Learning

I analyzed telecommunications customer data, evaluated a Random Forest classification model, and proposed customer retention strategies based on the findings.

Personal career operations system

I built a full-stack workspace for applications, hiring workflows, private documents, and career history.

Full-stack web application

I built a dashboard for exploring Philippine commodity prices through historical trends, location comparisons, and estimated household basket costs.

Information Systems capstone

I helped shape this livestock-monitoring capstone prototype through stakeholder requirements, process analysis, and system design.

GovTech startup

Our team designed a centralized platform for local government project monitoring. I contributed through business analysis and financial planning.

Personal digital workspace

I built a responsive portfolio that brings my projects, professional experience, credentials, and document previews into one workspace.