I build human-centered digital experiences that move with clarity, emotion, and purpose.
Fred AI is a voice-first journaling companion designed to help users reflect intentionally and build self-alignment through quiet, evolving conversations. I contributed to building Fred's front-end experience — from designing and implementing the landing page to integrating interactive components that connect users with Fred's core features, including voice journaling, the Living Essay, and waitlist onboarding. I focused on creating a seamless, responsive UI that supports both scalability and rapid iteration during our MVP and soft launch phases.
A traffic simulation tool that visualizes tricycle movement in Manila to support urban planning and local transport policy.
Here I led both simulation and front-end development of an agent-based system modeling tricycle productivity, terminal usage, and passenger wait times. Built in collaboration with the National Commission on Transport Services, the project aimed to improve their national traffic simulator by introducing localized dynamics for small-scale public vehicles. I designed an intuitive interface that visualized backend simulation data in real time, allowing planners and researchers to explore traffic behavior, test configurations, and optimize routing through interactive controls and visual overlays.