Key Skills

Software

CVAT

Sama

Top Subject Matter

Computer Vision

LiDAR Object Detection

Top Data Types

Image

3D Sensor

Top Task Types

Bounding Box

Cuboid

Freelancer Overview

Data Annotator – Image Labeling. Core strengths include CVAT and Sama. Education includes Diploma in Sales and Marketing, Railways Training Institute (2019). AI-training focus includes data types such as Image and 3D Sensor and labeling workflows including Bounding Box and Cuboid.

Labeling Experience

Data Annotator – LiDAR Labeling

Sama3D SensorCuboid

In my role at Sama, I annotated LiDAR point cloud datasets using 3D bounding boxes for machine learning applications in object detection. I utilized specialized LiDAR annotation platforms to ensure precise cuboid labeling and consistent results across all data. I was involved in thorough quality checks and often helped identify and correct labeling issues. • Created accurate 3D bounding box (cuboid) labels for LiDAR point clouds. • Used proprietary and standard LiDAR annotation platforms. • Ensured strict compliance with annotation guidelines for complex datasets. • Contributed feedback to improve annotation standards and dataset reliability.

In my role at Sama, I annotated LiDAR point cloud datasets using 3D bounding boxes for machine learning applications in object detection. I utilized specialized LiDAR annotation platforms to ensure precise cuboid labeling and consistent results across all data. I was involved in thorough quality checks and often helped identify and correct labeling issues. • Created accurate 3D bounding box (cuboid) labels for LiDAR point clouds. • Used proprietary and standard LiDAR annotation platforms. • Ensured strict compliance with annotation guidelines for complex datasets. • Contributed feedback to improve annotation standards and dataset reliability.

2020 - Present

Data Annotator – Image Labeling

CVATImageBounding Box

As a Data Annotator at Sama, I was responsible for performing precise bounding box annotations on large-scale image datasets to train computer vision models. My main tasks involved using CVAT and similar annotation tools while strictly adhering to project guidelines and quality standards. I ensured a high level of accuracy in every labeling assignment, collaborating with team members and project managers to resolve inconsistencies. • Executed bounding box, object detection, and keypoint annotations across varied datasets. • Maintained high accuracy while consistently meeting production targets. • Participated in regular quality assurance and dataset review sessions. • Assisted in identifying annotation errors and improving dataset quality.

As a Data Annotator at Sama, I was responsible for performing precise bounding box annotations on large-scale image datasets to train computer vision models. My main tasks involved using CVAT and similar annotation tools while strictly adhering to project guidelines and quality standards. I ensured a high level of accuracy in every labeling assignment, collaborating with team members and project managers to resolve inconsistencies. • Executed bounding box, object detection, and keypoint annotations across varied datasets. • Maintained high accuracy while consistently meeting production targets. • Participated in regular quality assurance and dataset review sessions. • Assisted in identifying annotation errors and improving dataset quality.

2020 - Present

Education

Work History