Pavan Singh

• Leading the annotation efforts for sports and game projects including Ice Hockey, Football, and Basketball
• Spearheaded a text-to-video annotation project for the VQA dataset
• Coordinating with clients to ensure deadlines and goals are met
• Managing a team of freelancers and handling billing
• Implementing QC processes and leading training initiatives

Projects:

Motion Exercise Video Collection Project: Collection of 300 exercise samples from people of different races, such as Indian, Caucasian, African American, East Asian, Latino, etc. The data help to train models, which can help people to do the exercises correctly.

Skeleton Annotation Project: Using key point annotation to label the main 21 points of the hand on videos of individuals doing industrial tasks and place a bounding box around the person we are labeling. We are using these labels to train a model that helps predict the likelihood of injury while doing a manufacturing job, which helps companies be proactive and invest wisely in the well-being of their workforce. We annotated over 500 videos and deployed 785 hours of annotation and 370 hours of QCing in 2 months to deliver the project with high quality.

Book Extraction - AT Project: The project aims to extract question/answer pairs from the publicly available test-prep and study guide eBook content into structured data. The project goal is to enable book publishers to develop ebooks, where students can access the questions/answers more systematically for better learning. We annotated more than 20 books with 20 dedicated resources in 2.5 months.

I was a part-time employee in this organization.

• Managed the production of fine filters for power plants, adhering to ISO/TS 16949:2019 standards
• Led new part development initiatives, improving production timelines
• Created detailed reports on production performance and made recommendations for process changes.

• Supervised the production of automotive parts, implementing 5S practices to improve operations
• Managed ERP systems for production tracking and inventory management

• Developed and implemented communications strategies for various projects.