At Hiraya Systems, I co-founded an AI automation consulting practice that delivers custom business applications, workflow automation, CRM setup, and dashboards. For a construction supply client, I deployed a five-workflow n8n system that reads live Google Sheets data and serves cross-functional reporting through one webhook API.
I built a fraud-resistant, multi-branch inventory system with an append-only stock ledger, server-side permissions, and two-person sign-off for manual corrections. An adversarial audit identified 35 findings, and 57% were closed by the end of Phase 2.
At Riverbend Consulting, I file Amazon reimbursement cases, track them through resolution, prepare recovery reports, and serve as the main point of contact for assigned clients. I also built a reimbursement report automation tool that targets $2,160 a year in labor costs by automating report matching and distribution.

