A clean QEMU run ruled out the instruction mismatch
QEMU ran the shipped llama stack with a Sandy Bridge instruction profile. The result did not reproduce the crash. It pointed to the next problem being elsewhere.
I ship AI-powered web apps
that actually make it
to production.
Full-stack developer in the Philippines building AI-powered web apps, internal tools, and SaaS products for clients worldwide. I work async across US/EU hours, ship production code, and reply within one business day.
- 2+ YEARS PRODUCTION
- TESDA CERTIFIED
- ASYNC-FRIENDLY ACROSS TIME ZONES
- BOOKING AUGUST 2026 PROJECTS
Selected Work
Writing
All writing →ways i can help
Services
AI feature integration
LLM features wired into your existing product: chat, summarisation, extraction, agents. I design and test the evals and guardrails each feature needs, and say plainly what is and is not covered.
Production integration · prompt + eval suite · docs & handover
Typically 1–3 weeks
MVP & internal tools
SaaS or internal tool from zero to deployed: auth, core workflow, admin, reporting. Scoped to what proves the business, nothing more.
Deployed app · source & CI · 2 weeks post-launch support
Typically 3–6 weeks
Automation & workflows
n8n and API pipelines that replace manual ops work: syncing systems, generating documents, routing data between tools.
Running automation · monitoring · runbook
Typically 1–2 weeks
how i work
How I work
Reply within
one business day
Async-first. Works in any time zone, delivers on yours.
AI-assisted,
human-judged
AI handles scaffolding, tests, refactors, and docs. Human judgment stays on architecture, UX, security, and product tradeoffs.
Production
grade code
2+ years maintaining live systems. Code that earns its place in the repo.
career
Recent
adventures
| Role | Period |
|---|---|
| Freelance Web DeveloperSelf-Employed Building AI-integrated web apps for international clients using Next.js, the Claude API, and n8n automations across 4 time zones. | 2024 – Present |
| Full-Stack DeveloperLitecloud PH Shipped and maintained CERPSYS, a live ERP handling fleet, inventory, billing, and multi-branch reporting for a regional rental enterprise. | Jul 2022 – Aug 2024 |
about
From the Philippines, for the world
I started building things on the internet out of curiosity, pulling apart websites to see how they worked, then putting my own ideas together. That curiosity became a craft. Today I work as a full-stack developer, shipping production software for clients across industries.
I care about code that earns its place: readable, honest, and actually shipped. I integrate AI where it adds real value, not where it adds noise. Based in the Philippines, collaborating worldwide.
tools
Tools and technologies
Daily drivers: TypeScript, React, Next.js, Flutter, Tailwind, Node, Postgres, Vercel, Git, Claude Code, n8n, and a lot of black coffee.
The Belief
“I believe the best products are built with solid engineering, genuine AI integration, and an obsession with actually shipping.”
let’s talk
Have a project in mind? Let’s talk.
Tell me what you’re building, where the project stands, and what outcome you need.I’ll reply with fit, next steps, and a realistic path forward.
Currently booking August 2026. Reach out to check availability.
prefer a quick call?
references available on request