At Scale AI, I review and label digital content against detailed project guidelines, evaluating relevance, accuracy, consistency, and completeness for AI and machine-learning systems.
At Outlier.ai / Remotasks, I reviewed peer annotations for rubric and policy compliance and refined technical prompts on topics including discrete mathematics proofs and dynamic programming. I also prepared verified, fact-checked mathematical and LaTeX content for scientific foundation model datasets.
Earlier, I worked in finance and administration at Riverbank Solution Limited and Binary Solutions Limited, supporting financial reporting, reconciliations, invoicing, and debt management. I bring that experience alongside my work in AI content evaluation, quality assurance, and research.
