Pritesh Ranjan Singh

✅ Executed daily video annotation, captioning, and semantic analysis, including frame-by-frame reviews and meticulous annotation rechecking, ensuring error-free, contextually accurate datasets for ML systems.

✅ Monitored performance using metrics like AHT, NHT, Utilization, Occupancy, Quality Score, and Precision Score, driving annotation consistency and team-level productivity.

✅ Served as Subject Matter Expert (SME), working closely with Team Leaders and Managers to analyze weekly data, mentor annotators, and enhance project quality and client satisfaction.

✅Handled data labeling, video annotation, and captioning for Ring’s conversational datasets, ensuring precise tagging aligned with customer intent and machine learning requirements.

✅Collaborated with cross-functional teams to streamline annotation workflows and improve labeling accuracy and overall efficiency.

✅Supported KPI-based performance tracking, including monitoring job counts, error rates, and annotation throughput, contributing to consistently high operational standards.

✅Boosted student motivation through engaging activities that fostered confidence in their abilities to achieve academic success.

✅Contributed to a positive school culture by actively participating in faculty meetings, professional development opportunities, and community events.

✅Served as a liaison between students, teachers, and parents to ensure clear communication regarding academic goals and expectations.