At INNODATA INC., I train large language models through non-technical prompt engineering and assess responses for factuality, location-based relevance, and timeliness. I also work on grounding, identification, and alignment for LLM training and data processing.
My work includes evaluating text, image, video, and audio outputs, including transcribing generated audio and creating scenarios for audio conversations. I create, rate, and evaluate model-generated corporate content in Hindi and English, and received a Spot Award for December 2025.
On Upwork, I edited and proofread manuscripts, short stories, and novels for authors, publishers, and independent houses. I provided editorial feedback and worked with the Chicago Manual of Style and Associated Press Stylebook.
At HOBO.VIDEO, I wrote and edited e-commerce content and published it using WordPress. Earlier, as a Content Writer and Moderator Intern there, I produced blog posts and used Google Analytics to analyse SEO data.

