At Outlier.ai and Invisible Technologies, I evaluate LLM responses against structured rubrics, write justifications, and create science and math prompts to test model reasoning. I also generate image-grounded Q&A and evaluate Malayalam outputs for linguistic accuracy and naturalness.
At the National Centre for Earth Science Studies, I coordinate paleoenvironmental workflows on marine sediment cores and standardize data-quality procedures. My research at Pondicherry University included Python pipelines for geochemical datasets, a peer-reviewed publication, and government-funded research.
