At Outlier AI, I evaluated and ranked LLM-generated responses for factual precision, hallucinations, tone, safety, and constraint satisfaction. I also documented edge cases to help project leads update annotation guidelines and taxonomies.
As a Senior AI Data Specialist at Outlier AI, I annotated image and video datasets using bounding boxes, attribute tagging, object tracking, and segmentation. I conducted quality audits and maintained an accuracy rating above 98%.
In my AI Data Annotator & Multilingual Reviewer work at Outlier AI, I reviewed multilingual translations for semantic alignment and localized context. I also labeled text for NER, sentiment, and semantic classification, and annotated visual datasets with challenging conditions such as occlusions and low lighting.

