At Outlier.ai, I evaluate large language models for reasoning, factual accuracy, context retrieval, and instruction adherence. I create multi-turn evaluation rubrics and gold-standard completions, including programming and mathematical reasoning examples.
At AfterQuery AI, I curate and audit datasets for machine learning pipelines. I’ve also led talent acquisition and onboarding at Global Remote Talent Solutions, and curated over 15,000 multi-modal prompt-response pairs for Project Alpha-Vision, with 99.4% precision.

