Key Skills

Software

Appen

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Image

Video

Top Label Types

Action Recognition

Data Collection

Freelancer Overview

My experience in AI Training Data and data labeling spans diverse projects, focusing on delivering high-quality, precise datasets essential for machine learning model development. A core strength is my proficiency across various annotation types, including bounding box creation, keypoint annotation, and text-based classification and transcription. I possess keen attention to detail and an understanding of complex data specifications, ensuring consistency and adherence to quality standards across large volumes of data. This work has involved handling sensitive data and maintaining strict data privacy protocols. My ability to quickly adapt to new tools and project requirements, coupled with a deep, practical understanding of how labeled data directly impacts model performance makes me different. I have actively contributed to projects that require not only accurate labeling but also data quality assurance and error analysis, often identifying ambiguities in guidelines and providing feedback to refine the data collection process. My communication skills are robust, enabling effective collaboration with data scientists and engineers to clarify tasks and optimize workflows, ultimately contributing to faster iteration cycles and the deployment of more accurate AI systems.

Labeling Experience

Education

Work History