Associate Analyst - ML Data Operations
ImageClassification
As an Associate Analyst in ML Data Operations, I contributed to Computer Vision projects by delivering high-quality labeled datasets. I played a key role in optimizing manual data labeling workflows and enhancing data accuracy to 99.5% through AI-driven processes. My responsibilities included collaborating with ML Engineers on annotation guidelines, automating validation, and workflow mapping.
• Broke down and reimagined manual data labeling processes for improved efficiency.
• Collaborated with technical teams to develop complex annotation taxonomies.
• Automated data validation using Python scripts, reducing audit times.
• Scoped automation by mapping repetitive workflows and defining clear process boundaries.
As an Associate Analyst in ML Data Operations, I contributed to Computer Vision projects by delivering high-quality labeled datasets. I played a key role in optimizing manual data labeling workflows and enhancing data accuracy to 99.5% through AI-driven processes. My responsibilities included collaborating with ML Engineers on annotation guidelines, automating validation, and workflow mapping. • Broke down and reimagined manual data labeling processes for improved efficiency. • Collaborated with technical teams to develop complex annotation taxonomies. • Automated data validation using Python scripts, reducing audit times. • Scoped automation by mapping repetitive workflows and defining clear process boundaries.
2024 - Present