Benita A.

Key Skills

Software

Other

Top Subject Matter

Health Care Medical Records and Patient Data

Finance – Risk Analysis & Fraud Detection

E-commerce – Product Categorization & Customer Support

Top Data Types

Image

Text

Top Task Types

Bounding Box

Segmentation

Classification

Freelancer Overview

I’ve worked on data labeling and AI training tasks involving both image and text datasets, focusing on accuracy, consistency, and following detailed annotation guidelines. My experience includes image annotation using bounding boxes for object detection, text classification for sentiment analysis, and basic content moderation tasks. I’ve also worked on reviewing and correcting labeled data to ensure high-quality outputs suitable for machine learning models. What sets me apart is my attention to detail and ability to stay consistent even when working with large datasets. I’m comfortable learning new annotation tools quickly and adapting to different project instructions. I enjoy the process of improving data quality because I understand how important clean, well-labeled data is in building reliable AI systems

Labeling Experience

AI Data Annotation & Labeling Project (Image & Text AI Training)

ImageBounding Box

This project involved working on AI data training tasks focused on improving the quality of machine learning datasets through accurate data labeling and annotation. The scope included both image and text-based data, requiring consistent application of detailed guidelines across multiple labeling tasks. Specific responsibilities included image annotation using bounding boxes for object detection, categorizing objects within images, and performing text classification tasks such as sentiment analysis and content labeling. I also participated in reviewing previously labeled data to identify errors, correct inconsistencies, and ensure alignment with project guidelines. The project involved working with a large volume of data entries, requiring strong attention to detail and consistency across all annotations. To maintain quality standards, I followed strict labeling instructions, double-checked all outputs, and ensured accuracy through careful review before submission.

2025 - Present

Education

Work History