Freelance Search Quality Evaluator — Search result ranking and intent alignment evaluation
Performed search result quality analysis by ranking results based on usefulness and alignment with user intent. Focused on distinguishing more relevant outcomes to improve retrieval and response quality. Applied consistent judgment criteria to maintain stable labeling standards. • Ranked search results by usefulness • Rated alignment of results to user intent • Applied consistent evaluation standards across queries • Produced quality-assessment labels to support AI system tuning