CERTIFIED INTERIORS

At Micro1, I conduct side-by-side evaluations of AI model responses across project management, business analysis, and administrative work. I produce preference data, detailed rationales, and reproducible examples of hallucinations, instruction failures, and operationally unsound outputs.

I maintained a 96% quality score across 1,000+ completed tasks while adapting to changing rubrics, audits, and calibration reviews in a distributed remote environment.

At Turing, I evaluated LLM responses for correctness, reasoning, clarity, usefulness, tone, instruction following, and contextual continuity. I've ranked responses, reviewed multi-turn conversations, improved rubric-based criteria, and documented recurring model failures, unsupported claims, and constraint violations.

Before focusing on AI evaluation, I managed data-oriented project workflows for residential and commercial engagements. I built reporting frameworks, tracked delivery KPIs, transformed qualitative feedback into actionable data, and standardized documentation and review processes.