Video Annotation Tool Lead
VideoSegmentation
Led the development of internal video annotation and analytics tools to support data pipelines for surgical team workflow analysis. Designed and maintained video data pipelines focused on labeling and segmenting activities in operating room footage. Managed annotation projects to generate high-quality labeled data for AI models in the healthcare domain.
• Oversaw annotator workflow for labeling surgical actions.
• Utilized PostgreSQL and dbt for data storage and transformation.
• Interfaced with Kubernetes for scalable annotation tasks.
• Improved data quality for computer vision and analytics.
Led the development of internal video annotation and analytics tools to support data pipelines for surgical team workflow analysis. Designed and maintained video data pipelines focused on labeling and segmenting activities in operating room footage. Managed annotation projects to generate high-quality labeled data for AI models in the healthcare domain. • Oversaw annotator workflow for labeling surgical actions. • Utilized PostgreSQL and dbt for data storage and transformation. • Interfaced with Kubernetes for scalable annotation tasks. • Improved data quality for computer vision and analytics.
2021 - 2025