Selected

Works.

A collection of things I built. Some to solve real problems, others because I couldn't let a poorly designed edge case go unresolved.

Index // 03 Projects
012026

Chibugle

Context

A culturally-tuned listing and rating engine designed to reevaluate the Filipino dining experience.

The Challenge

Standard 5-star rating systems are homogenized and Westernized. They fail to capture the metrics that actually matter to a Filipino diner. The challenge was building an algorithmic evaluation matrix that didn't just aggregate arbitrary stars, but quantified taste, true value, and cultural authenticity.

022025

GovSolve

Context

An AI-driven complaint redressal system built for local governance.

The Challenge

Handling government-level complaints means zero tolerance for AI hallucinations. The challenge wasn't generating responses; it was building a deterministic guardrail system around a non-deterministic LLM.

032025

LaAlliance

Context

A centralized food ordering pipeline engineered to align digital user flows with physical restaurant operations.

The Challenge

Building a digital menu is trivial. The actual challenge of a centralized ordering system is ensuring the software's state management doesn't desync with the chaotic physical workflow of a commercial kitchen. It was an exercise in rigorous feature restraint.