Systems design and retrieval infrastructure
Agents can find your code. This remembers what you learned the hard way.
- Node (ESM CLI pipeline)
- Model Context Protocol
- BM25 ranking
- Next.js 16 (App Router)
Software Engineer · Hilongos, Leyte, Philippines
I do subcontracted engineering on US production systems (realtime, cross-platform, authorization) and teach ICT in Leyte. What I'm best at is tracing a production defect to root cause in code I didn't write. Everything below runs. Open the demos, read the source.
Available for freelance & contract work — React / Next.js · Laravel · Java · MySQL · APIs · Bug fixes
Approach
Most of these started outside a job description. One was a problem I kept hitting, one was an idea I liked enough to finish, one was a gift, and one was me wanting the course I teach in a single place I control. The engineering came second.
Projects
Every one of these opens in a click. None of them can reach real data, and that's enforced by how they were built, not by me promising to be careful.
Systems design and retrieval infrastructure
Agents can find your code. This remembers what you learned the hard way.
A loose idea taken to a finished product
An AI study companion that boots from a fresh clone with no environment at all.
A product built around one real user
A private app I built as a gift, then kept building from its one user's feedback. You can walk through all of it; the memories in there just aren't the real ones.
Software for real users, in daily use
The platform my ICT class runs on, with its own purpose-built MySQL engine and a demo that hands you your own classroom.
Experience
Two US contracts and a classroom. Clients described, not named.
A scheduling and booking platform (US)
Two codebases at once: a legacy React Native app and the monorepo replacing it, shipping to iOS, Android and web from one source. It's subcontracted work. A primary contractor holds the client relationship; I own delivery on the areas below.
A home-care operations platform (US)
Owned the realtime layer and a reporting subsystem on a Laravel, Vue 3 and PostgreSQL platform dating back to 2022. Subcontracted again: a primary contractor held the client relationship, and I owned delivery on the areas below.
Provincial Government of Leyte — E2P Program
I completed this program in 2024–25, then the province hired me to teach its advanced cohort. I also built the platform the class runs on.
Freelance & contract