On DataAnnotation.tech, Outlier AI, and OneForma, I train and evaluate LLMs across Hindi, English, and Hinglish. I compare model responses, check factual claims, and review safety and instruction-following.
At The Overseas Visa, I lead documentation review and verification, keeping complex files and formal correspondence compliant and accurate. I maintain data hygiene across 1,000+ client profiles and institutional filings.

