Lead Full-Stack Developer, MagCV+ (AI-Powered Resume Annotation)
TextClassification
I developed and managed a data annotation pipeline for transforming unstructured raw text data from resumes into structured datasets for AI training. The process used a custom labeling schema and included a review interface for human validation of AI-generated outputs. I also implemented semantic similarity scoring to augment the labeling process with automated and manual review stages.• Designed and implemented a labeling schema for resume entities• Built pipelines using React, TypeScript, and OpenAI API for auto-annotation• Developed a dashboard for monitoring annotation throughput and output confidence• Ensured full auditability and data quality throughout the annotation process
I developed and managed a data annotation pipeline for transforming unstructured raw text data from resumes into structured datasets for AI training. The process used a custom labeling schema and included a review interface for human validation of AI-generated outputs. I also implemented semantic similarity scoring to augment the labeling process with automated and manual review stages.• Designed and implemented a labeling schema for resume entities• Built pipelines using React, TypeScript, and OpenAI API for auto-annotation• Developed a dashboard for monitoring annotation throughput and output confidence• Ensured full auditability and data quality throughout the annotation process
2023 - 2025