DARC User

I’m an AI professional focused on prompt writing, response refinement, and workflow testing for large language models. I review model outputs for clarity, factual accuracy, consistency, instruction-following, and production readiness across real client use cases.

In my independent consulting work, I improve reliability by identifying weak responses, refining prompt logic, and reducing quality issues in AI-assisted systems. I also compare model outputs across text, embedding, and vision-based approaches, adjusting prompts and workflow logic based on quality and task fit.

I’ve tested and documented AI workflows for an Excel-based AI add-in, including OCR, RAG pipelines, synthetic data generation, and QA/CoT tasks. I also validate summaries, classifications, and structured outputs to ensure they’re consistent and genuinely useful.

I work comfortably in remote environments, independently managing multiple projects while adapting quickly to evolving guidelines. My process is detail-oriented and analytical, and I consistently produce clear documentation and handover materials to maintain repeatable quality standards.