AI Systems Engineer
I design AI systems that behave credibly under real use. Most of my work sits in the unglamorous layers: evaluation, latency budgets, memory, and the instrumentation that tells you whether a demo is a product. Since June 2026 I have been Chief AI Officer at **Agylion**, where I own the agent platform behind RepReady, a sales roleplay system used by enterprise teams. Before that I built PocketPatient, a clinical interview simulator used in medical education, and spent two years as Senior AI Engineer at Northstar Health, a Manila healthtech company. I write about evaluation methodology, agent memory, and latency — usually with numbers attached. Everything on this site links to a source.
What I work with
AI systems
Engineering
Research practice
Where I've worked
Chief AI Officer
2026 — presentAgylion
Own the agent platform: platform architecture, the evaluation layer, and the team that ships RepReady.
Senior AI Engineer
2024 — 2026Northstar Health
Clinical NLP and the ML platform behind a Manila healthtech product used in 40 clinics.
ML Engineer
2022 — 2024DataSpring Labs
First ML role: model training, data pipelines, and the unglamorous work of making eval sets that mean something.
BS Computer Science
2018 — 2022University of the Philippines Diliman
Thesis on retrieval for code-switched clinical text — the seed of everything built since.