Senior QA Analyst & System Coordinator - Data Annotation/Validation
ImageClassification
Validated over 500,000 annotated data points including videos, images, and telematics for machine learning models. Applied strict quality assurance processes to improve annotation accuracy, leading to a measurable increase in ML model effectiveness. Explained technical QA workflows and ML validation techniques to business stakeholders and product managers. • Reviewed and approved labeled data sets for training ML models
• Used automation to increase efficiency in data validation
• Ensured data quality and accuracy through meticulous checks
• Worked with cross-functional teams to optimize labeling workflows
Validated over 500,000 annotated data points including videos, images, and telematics for machine learning models. Applied strict quality assurance processes to improve annotation accuracy, leading to a measurable increase in ML model effectiveness. Explained technical QA workflows and ML validation techniques to business stakeholders and product managers. • Reviewed and approved labeled data sets for training ML models • Used automation to increase efficiency in data validation • Ensured data quality and accuracy through meticulous checks • Worked with cross-functional teams to optimize labeling workflows
2023 - Present