Security
claim element
Threat and privacy risk folded into the design itself, not bolted on after, from hardened containers to access and data-protection boundaries.
cited in: 2 proving documents · 1 companies
proving documents
Founding an analytics service by moving reporting off the transactional database
Founded a new reporting service that separates heavy analytical reads from the transactional database, resolving indicator timeouts, framing the OLTP-vs-OLAP trade-off, critically reviewing the architecture decision, and building the walking skeleton and its data layer.
Making container and dependency hardening a standing practice, not an audit response
Turned container and dependency hardening into a standing quarterly practice across two backend services over four quarters, covering non-root runtimes, 135 CVEs flagged and all 7 rated critical remediated in the first pass, then a base-image and dependency overhaul that took the audit from 69 findings to 16, unfixable OS CVEs from 160 to 0, and the final image from 1.64 GB to 463 MB, with exploitability-based accepted risk documented rather than version numbers chased, and one self-inflicted rollout regression root-caused and fixed the same day.
exercised at