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.
Annotate and review multimedia data (video, images, metadata) using defined labeling rules and guidelines.
Perform self-QA, track recurring issues, and contribute to guideline improvements with clear documentation.
Collaborate with stakeholders to meet throughput and quality targets while participating in calibration sessions.
Welo Data provides AI services, specializing in data annotation and quality review for multimedia content. As a growing remote team, we offer freelance opportunities for detail-oriented professionals to enhance global AI systems.
Responsible for case finding, data abstraction, and follow-up of patients with a cancer diagnosis.
Performs clinical data abstraction capturing complete patient history, diagnosis, staging, and treatment information.
Utilizes cancer data collection principles and assigns codes based on established coding systems to ensure compliance.
Winship Cancer Institute of Emory University is Georgia's only National Cancer Institute-designated Comprehensive Cancer Center, dedicated to discovering cures for cancer and inspiring hope. They are a leading research university fostering excellence and attracting world-class talent to innovate today and prepare leaders for the future.
Annotate and review multimedia data accurately using defined labeling rules, including event tagging and object attributes.
Perform self-QA and participate in calibration sessions to maintain consistency and high accuracy across projects.
Coordinate with stakeholders to meet throughput and quality targets while tracking and documenting recurring issues.
Welo Data provides AI services including data annotation for multimedia content. They are a global company offering remote opportunities, emphasizing a dynamic network and community for contributors.
Build and maintain custom integrations and ETL processes between K-12 data and internal/external systems.
Design, implement, and optimize data pipelines to support school operations.
Collaborate with stakeholders to understand data needs and deliver robust, scalable solutions.
Newsela is a leading education technology company dedicated to meaningful classroom learning for every student. The company offers an inclusive culture with flexible PTO, comprehensive health benefits, and professional development allowances.
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 contribute to the development of high-quality datasets used to train advanced AI models.
Welo Data is a global AI data company that provides high-quality, ethical data to train advanced AI systems. They have over 500,000 contributors worldwide and emphasize limitless growth and support for their community of freelancers.
Annotate images and video frames with bounding boxes, polygons, and SKU classifications to build the ground truth for computer vision models.
Audit model predictions against reality and document failure modes to improve model accuracy.
Identify hardware issues like blurry frames or poor lighting and collaborate with engineers to validate fixes.
Mashgin powers an AI-driven checkout experience for over 40 million users, using kiosks that ring up items in under a second. The company is a profitable, well-funded Series B startup with a culture of extreme ownership and customer obsession.