Tasia Nelson

Key Skills

Software

AWS SageMaker

Other

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Text

Top Task Types

Bounding Box

Classification

Data Collection

Freelancer Overview

A highly skilled Data Labeling Analyst with proven experience in enhancing machine learning models through precise data annotation and validation. I've worked with diverse datasets, including text and images, with a focus on projects involving resume parsing and advertisement analysis. Utilized bounding box techniques to accurately identify and categorize objects, ensuring high-quality training data for AI applications. I also possess a strong understanding of data labeling best practices and a commitment to delivering exceptional results in fast-paced environments. Eager to contribute to innovative projects that leverage the power of AI and machine learning to drive business success.

Labeling Experience

Sentiment Analysis of Product Ratings

Aws SagemakerImageClassification

This project aimed to enhance the accuracy of sentiment analysis for product ratings. My role involved categorizing customer reviews and feedback into three sentiment categories: positive, negative, and neutral. This required a deep understanding of the product features

This project aimed to enhance the accuracy of sentiment analysis for product ratings. My role involved categorizing customer reviews and feedback into three sentiment categories: positive, negative, and neutral. This required a deep understanding of the product features

2023 - 2023

Résumés Parsing through Bounding Box Annotation and Data Validation

Aws SagemakerDocumentBounding Box

This project focused on improving the accuracy and efficiency of resume parsing using computer vision techniques. The core tasks involved annotating resume documents with bounding boxes to identify key information fields such as name, contact details, education, and work experience.

This project focused on improving the accuracy and efficiency of resume parsing using computer vision techniques. The core tasks involved annotating resume documents with bounding boxes to identify key information fields such as name, contact details, education, and work experience.

2023 - 2023

Education

Work History