Client work
Representative and anonymized examples of practical data work across platform reliability, governance, audit readiness, and modernization.
A production API pipeline failed intermittently because concurrent jobs collided around shared credentials and token access.
Root-caused the collision pattern and redesigned the token lifecycle with Azure Key Vault, per-job rotation, and centralized secret management.
Eliminated intermittent failures and improved security with no shared credentials across pipeline jobs.
A SOX audit required an evidence trail and governance framework where neither existed.
Built the compliance data model, audit-trail architecture, and evidence package in partnership with internal audit.
Zero findings on the first audit; the framework became the baseline for ongoing SOX reporting.
Mismatched dashboards, brittle pipelines, unclear ownership, stalled platform choices, and rising AI pressure made the current state hard to explain.
Connected pipelines, semantic definitions, reports, stewardship, access, quality, lineage, cost, and platform tradeoffs in one risk review.
Leadership gained a clearer decision path, less ambiguity, and a sequenced handoff plan for modernization.
Your current state