Luis Rodrigues

I've applied hands-on business operations and financial-services experience to AI task design and evaluation for Stellar AI and Outlier AI since 2024. I create realistic enterprise scenarios involving CRM systems, approvals, procurement, financial decisions, documents, operational handoffs, and multi-step agent workflows.

At JR Metal Structures, I oversaw administrative, financial, commercial, and operational activities for a 16-person manufacturing business. I managed purchasing approvals, payroll oversight, supplier relationships, production coordination, contracts, financial planning, sales, and cross-functional processes.

I also bring client-facing experience in B2B and B2C sales, insurance, pensions, retirement planning, and personal financial needs assessment. I use this operational context to assess AI outputs for factual accuracy, instruction following, reasoning, completeness, and execution quality.