Field Notes.
Build logs, pivots, and shipped milestones — with Athena OS and assisted data labeling at the centre of the AI story.
Inspec-Ther at Plug and Play China’s International Startup Pitch
Inspec-Ther was fortunate to be part of Plug and Play China’s Acceleration Pitch for International Tech Startups and Startup Portfolio Overview.
Meet Oyen: Your Companion Around the Site
Meet Oyen, the ginger-and-white cat who helps you explore the site. Discover page suggestions, playful blog finds, treats, costumes and a little orange-cat chaos.
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.
Frequently asked.
01What is Stratetics Field Notes?
Stratetics Field Notes is the blog of Ts. Dominic Mathew, CTO & Co-Founder of Stratetics Experts. It collects build logs, pivots and shipped milestones, with Athena OS and assisted data labeling at the centre of the AI story.
02What topics does the blog cover?
The 10 published posts cover Partnerships, Community, Field Notes, Product, Software, AI / ML, Data Labeling, Computer Vision.
03What was published most recently?
The latest post is “Inspec-Ther at Plug and Play China’s International Startup Pitch”, published 29 Oct 2026. Inspec-Ther was fortunate to be part of Plug and Play China’s Acceleration Pitch for International Tech Startups and Startup Portfolio Overview.
04Who writes the posts?
Every post is written by Ts. Dominic Mathew, a Sarawakian AI founder based in Kuala Lumpur and a Malaysia Board of Technologists (MBOT) Professional Technologist.
05Can I follow the blog by RSS?
Yes. Add https://dominic.strateticsxp.com/blog/feed.xml to any feed reader.