At Multiply Solutions / CipherOS, I scope, deploy, and operate production AI agent systems inside client businesses. I built and deployed the LDCG Operations Portal with human approval gates, Supabase row-level security, and Stripe invoicing with verified reconciliation.
I also designed and directed Origin, a governed AI operations platform with a code-enforced policy engine, an append-only audit ledger, and a 47-task evaluation suite. Across client implementations, I direct coding agents through explicit contracts, independent review, and witnessed acceptance; the audit trail is the product.
At Beatclub, I built onboarding, support, and lifecycle programs from scratch, maintaining 90%+ user retention and lifting NPS to 85. Earlier, I built customer success functions and led enterprise account teams through adoption and renewal, including at CareerArc, App-A-Minute, and Biba Systems.

