Xola Cabane

Key Skills

Software

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Image

Top Label Types

Data Collection

Audio Recording

Freelancer Overview

I am a detail-oriented professional with a strong background in IT support, data entry, and technical documentation, complemented by recent training in data science. My experience includes managing and streamlining large volumes of information, maintaining accurate databases, and implementing digital solutions to improve data quality and operational efficiency. I am skilled in Microsoft Office Suite, database management, and cloud technologies such as Microsoft Azure, with hands-on experience in troubleshooting, problem-solving, and technical communication. My ability to quickly learn new tools, combined with a keen attention to detail and a commitment to data accuracy, makes me well-suited for data labeling, annotation, and AI training data roles. I am passionate about contributing to projects that require precision, collaboration, and a strong understanding of both technology and data processes.

Labeling Experience

Labelling

AppenImageData CollectionAudio Recording

Project Description – Vehicle Image Labeling (2013–2016) I contributed to a large‑scale image annotation project focused on vehicles, supporting computer vision model development for object detection and classification. The scope involved labeling thousands of images using bounding boxes and polygons to identify cars, trucks, and motorcycles in diverse environments. My responsibilities included: Annotation tasks: Drawing bounding boxes and polygons around vehicles, tagging attributes (type, color, orientation), and ensuring consistency across datasets. Quality assurance: Following strict labeling guidelines, performing peer reviews, and maintaining accuracy above 98% through double‑check validation processes.

Project Description – Vehicle Image Labeling (2013–2016) I contributed to a large‑scale image annotation project focused on vehicles, supporting computer vision model development for object detection and classification. The scope involved labeling thousands of images using bounding boxes and polygons to identify cars, trucks, and motorcycles in diverse environments. My responsibilities included: Annotation tasks: Drawing bounding boxes and polygons around vehicles, tagging attributes (type, color, orientation), and ensuring consistency across datasets. Quality assurance: Following strict labeling guidelines, performing peer reviews, and maintaining accuracy above 98% through double‑check validation processes.

2013 - 2016

Education

Work History