Linguistic QA Expert & AI Data Contributor (Freelance) — Mindrift & OneForma (2025—Present)
Freelance AI Marketplaces work focused on evaluating and refining generative model outputs against linguistic and formatting standards. The role included running onboarding validation sets, assessing transcription quality, and checking semantic localization across multi-dialect data. The work required identifying logical errors, contextual edge cases, and structural non-compliance to improve model alignment and response quality. • Evaluate, rank, and refine generative AI responses for linguistic clarity and algorithmic alignment • Perform transcription accuracy checks and semantic localization assessments across multi-dialect datasets • Flag logical/model errors and subtle structural non-compliance patterns • Execute onboarding validation sets and platform assessments following structural manuals