Security
Hardening containers, remediating CVEs, keeping dependency risk visible.
evidence: 2 proving documents · 1 companies
proving documents
Hardening containers and closing a 135-CVE dependency gap
Rebuilt backend services on hardened, non-root container images and cleared a full dependency vulnerability scan — 135 CVEs flagged, 7 rated critical, all remediated.
Designing a safe human-in-the-loop AI agent for bulk route creation
Prototyped an AI agent that lets support create inspection routes in bulk from spreadsheets, designed around a safety rule — the LLM only ranks candidates and never emits identifiers, and all writes go through human-in-the-loop confirmation with preview/dry-run.
exercised at