Field Notes.
Build logs, pivots, and shipped milestones — with Athena OS and assisted data labeling at the centre of the AI story.

Why a Labeling Platform Needs a Human Review Gate
Auto-labels are predictions, not facts. A labeling platform should treat them as ground truth only after a person accepts them, because every unreviewed error becomes training data.

I'm Ts. Dominic Mathew — Malaysia's Youngest Professional Technologist at 24
At 24, Sarawak-born AI founder Ts. Dominic Mathew is recognised by MBOT as a Professional Technologist in ICT — one of the youngest titles in Malaysia's tech ecosystem.

Athena OS: Open-Source AI Data Labeling for Audio and Images
Athena OS is an open-source data labeling platform for dialect audio transcription and image annotation, with AI assistance and human review.

Athena: AI-Assisted Data Labeling Without Code
Athena turns one human annotation into reviewable AI label drafts across an image set, while keeping people in control of boxes, masks and points.