AI products and platforms built for use, evidence, and operation.
A careful view of selected team and product contributions. Public proof is linked; private code, client data, and infrastructure stay private.
01 · AI hiring and career platform
HulChul
The work connects product behavior with the systems behind it: candidate and role data, AI-assisted career workflows, operational analytics, and the delivery path required to keep a live product dependable.
AGA combines research, evidence, and human decision-making. The contribution context includes architecture and delivery work across insight workflows, traceable evidence, platform health, and explicit human authority boundaries.
The platform brings learning content, coding environments, AI guidance, commercial flows, and release operations into one product experience designed for learners and the teams supporting them.