AI systems & orchestration
Practical AI agents, LLM integrations, RAG-style workflows, and model fallbacks that stay maintainable.
OpenRouterHermesn8nFastAPIVector DBs
I am a software engineer and automation architect based in the Philippines. I help founders and operations teams turn manual work into secure, measurable, production-ready systems.

From the first workflow map to the production deployment and everything in between.
Practical AI agents, LLM integrations, RAG-style workflows, and model fallbacks that stay maintainable.
Production web apps with clean data models, authenticated routes, admin dashboards, and tested releases.
Operational glue between forms, messaging, spreadsheets, CRMs, email, and cloud APIs.
Secure deployment, reverse proxies, TLS, backups, health checks, and observability for the 2AM test.