At OneForma, Mindrift, Appen, and Invisible Technologies, I evaluate AI-generated Bengali text for grammar, factual accuracy, clarity, cultural relevance, and naturalness. I also write Bengali prompts and refine responses for AI training datasets.
I compare and rank model outputs, review text against structured guidelines, and provide feedback on language quality. My work includes Bengali localization and linguistic annotation, including regional dialect recognition and audio segmentation.

