Amy Sullivan

Buni LLC (independent consulting) · remote

• Translate business needs into AI-enabled workflows delivering 75% efficiency gains, including end-to-end content production pipelines for presentations, training materials, and documentation.
• Build and operate production agent systems — including a two-lane multi-model application pipeline with hard guardrail gates and human-in-the-loop review, documented publicly with live stats.
• Benchmark Claude, ChatGPT, Gemini, and Grok for accuracy, reliability, and cost, matching the right model to each task class via discriminator-task evaluation.
• Create reusable playbooks, prompt-pattern libraries, and SOPs that let non-technical teams replicate workflows without ongoing support.
• Designed and shipped Stackadoo (stackadoo.com), a 3D educational math game with a parent dashboard, using Claude and Codex.

Contract, multiple enterprise AI platforms · remote

• Evaluate AI-generated presentations, documents, and spreadsheets against structured rubrics covering content quality, layout, storytelling, aesthetics, and editability.
• Score and rank outputs on 7-point quality scales, generating training signal for model improvement on real-world business deliverables.
• Write and refine evaluation rubrics with objective, reproducible criteria; develop persona-based scenarios and annotation guidelines for AI training pipelines.

Voice Media / independent consulting

• Implemented AI-augmented workflows for SEO audits, content strategy, and analytics; translated AI capability into business outcomes for SMB clients.

Las Vegas, NV

• Built and ran an Amazon e-commerce business for four years: data-driven inventory management, pricing optimization, and digital marketing operations.