Data
Ingestion, duplicate checks, quarantine and expiry.
Selected work / Rack & RoleArchived · August 2026
Good data.
Then useful AI.
A hiring platform for the data center industry. I designed the product, built its data and AI workflows, and operated it through its production lifecycle.
Career
Structured AI outputs for candidate workflows.
Hiring
Employer posting, application flow and billing.
Operations
Source health, administration and audit records.
Four product areas described in the archived architecture. Explanatory composition.
The decision
Job ingestion needed more than a route into a database. Duplicate detection, quarantine and expiry helped keep unsuitable or stale records out of search.
The boundary
The application agent ran in a separate browser worker. Protected fields were removed before handoff, with a manual path when automation needed to stop.
Archived in August 2026. This account describes the product and its architecture; it makes no claim about customer adoption or commercial outcomes.