Jayson Abergos

Key Skills

Software

CVAT

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Top Label Types

Segmentation

Freelancer Overview

I have hands-on experience in data annotation, specializing in 3D LiDAR and 2D labeling for autonomous driving datasets. My background includes working as a 3D LiDAR Annotation Specialist, where I accurately labeled point-cloud data for vehicles, traffic lights, and pedestrians, consistently meeting strict quality standards. I am skilled in data entry, data management, and analytics, with a strong focus on maintaining data integrity and accuracy. My roles in customer service and technical support have strengthened my attention to detail, communication, and problem-solving abilities. I am proficient in Microsoft Office, Excel, and SAP, and I thrive in remote or team-based environments where high-quality AI training data is essential.

Labeling Experience

Freelance Data Annotator / 3D LiDAR Annotation Specialist

CVAT3D SensorSegmentation

As a Freelance Data Annotator and 3D LiDAR Annotation Specialist, I performed detailed labeling of 3D LiDAR point-clouds and 2D images for autonomous-driving and AI perception datasets. My tasks included drawing 3D and 2D bounding boxes, segmenting images and point-clouds, and classifying objects like vehicles, pedestrians, and traffic elements. I ensured high annotation accuracy and adherence to project guidelines across various annotation platforms. • Annotated using LiDAR Light and CVAT for complex 3D/2D labeling tasks. • Specialized in labeling environmental features, vehicles, road elements, and signage. • Contributed to AI/ML model development with clean, structured datasets. • Maintained quality and consistency while adapting to new tools and workflows.

As a Freelance Data Annotator and 3D LiDAR Annotation Specialist, I performed detailed labeling of 3D LiDAR point-clouds and 2D images for autonomous-driving and AI perception datasets. My tasks included drawing 3D and 2D bounding boxes, segmenting images and point-clouds, and classifying objects like vehicles, pedestrians, and traffic elements. I ensured high annotation accuracy and adherence to project guidelines across various annotation platforms. • Annotated using LiDAR Light and CVAT for complex 3D/2D labeling tasks. • Specialized in labeling environmental features, vehicles, road elements, and signage. • Contributed to AI/ML model development with clean, structured datasets. • Maintained quality and consistency while adapting to new tools and workflows.

2018

Education

Work History