Key Skills

Software

Appen

CrowdSource

LabelImg

Scale AI

Tagtog

Top Subject Matter

No subject matter listed

Top Data Types

Document

Medical Dicom

Text

Top Task Types

Data Collection

Text Summarization

Translation Localization

Freelancer Overview

I have hands-on experience in data labeling and AI training data operations, with a focus on ensuring high-quality, accurate annotations for machine learning and computer vision projects. My work spans image, video, and text annotation using tools such as Labelbox, CVAT, and Amazon SageMaker Ground Truth. I’ve collaborated with cross-functional AI teams to refine data pipelines, apply consistent labeling protocols, and implement quality assurance processes, significantly improving model training outcomes. My strengths include attention to detail, a solid understanding of AI and ML data requirements, and the ability to scale annotation tasks efficiently without compromising on accuracy. I’ve contributed to diverse projects—from autonomous vehicle datasets to natural language processing tasks—bringing both precision and scalability to complex labeling environments. With a background in data management and a deep interest in AI systems, I am committed to delivering clean, high-quality datasets that accelerate model performance and innovation.

Labeling Experience

Education

Work History