Rating and assessing the performance of AI models based on their output or behavior.
Labeling and categorizing content to train machine learning models.
Generating prompts, responses, and summaries to improve language model reasoning.
Innodata is a global data engineering company that provides data, evaluation frameworks, and human expertise for AI systems. With over 36 years of experience, the company focuses on enabling responsible AI advancement.
Review, evaluate, and annotate AI-generated content across text, images, audio, and video.
Perform quality checks to ensure accuracy, consistency, and compliance with project guidelines.
Identify edge cases and inconsistencies, contribute to high-quality dataset development, and participate in calibration activities.
Welo Data, part of Welocalize, is a global AI data company with over 500,000 contributors that provides high-quality, ethical data for training advanced AI systems. The company supports a diverse, global community across 100+ countries and offers project-based freelance opportunities with flexibility and growth potential.
Support daily taxonomy operations by labeling, annotating, and classifying complex job and resume data.
Standardize job titles and accurately map occupations across core global datasets.
Perform data cleanup and localization workflows tailored for global markets.
We are a Managed Nearshore Teams provider headquartered in Austin, specializing in building and embedding high-performing software development teams. We connect global talent with innovative client projects, valuing expertise, creativity, and impact.
Write high-level captions and segment video timelines into discrete action-based segments.
Describe visible actions using simple present tense for AI model training.
Review and edit AI-generated captions to ensure accuracy and consistency.
Mindy Support specializes in data annotation and AI model verification services. They are a large outsourcing company with a focus on quality and efficiency.