Agylion · Quezon City, Philippines · Remote

Own the agent platform: platform architecture, the evaluation layer, and the team that ships RepReady.

• Led the platform architecture behind RepReady
• Built the evaluation layer that gates every release
• Grew the AI team from 2 to 6 engineers

Northstar Health · Manila, Philippines

Clinical NLP and the ML platform behind a Manila healthtech product used in 40 clinics.

• Shipped the clinical note classifier serving 40 clinics
• Cut eval cycle time from days to hours with a regression harness
• Mentored three engineers into the ML track

DataSpring Labs · Taguig, Philippines · Remote

First ML role: model training, data pipelines, and the unglamorous work of making eval sets that mean something.

• Built the training pipeline for a text-classification product line
• Introduced the first eval-set review process
• Shipped the model registry that the team still uses