I'm a Programmer
Building @Axion Technologies.
About
I'm an engineer and product builder with a background in broadcast news. Years in the newsroom sharpened my ability to cut through noise and focus on what matters. I bring that mindset to building AI systems, automation, and software that are useful, reliable, and grounded in real-world workflows.
Agentic AI's plumbing — protocols, frameworks, models — standardized faster than any enterprise technology in memory. Identity, auditability, and honest measurement are still drafts. That gap, not model quality, will decide who captures value.
Building NewsCraft made one thing clear: citations are not a finishing touch on an AI answer. They shape the data model, the agent loop, the interface, and the product boundary.
The editorial boundary in an automated Toronto civic pipeline is not how quickly it can summarize data. It is deciding which facts deserve a story and which should remain a traceable record.
Source-backed research chat with citations and bounded agent workflows
A plain-language civic dashboard built from Toronto open data
An automated city-hall beat with an explicit editorial filter