Mallins Omwaka

Key Skills

Software

Clickworker

Labelbox

OneForma

Remotasks

Sama

Toloka

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Image

Text

Top Task Types

Cuboid

Data Collection

Object Detection

Polyline

Tracking

Freelancer Overview

I’m an AI training contributor with hands-on experience in LiDAR annotation, language tasks, and data judgment work. I’m SAMA AI101 certified and have a background in healthcare, which helps me label medical and emergency-related data with real-world understanding. I take pride in being accurate, adaptable, and always ready to learn new things to help build smarter AI systems of which, are the future.

Labeling Experience

Clickworker Image Data Contributor

ClickworkerImageData Collection

Participated in structured image data collection tasks to support training datasets for computer vision and language models. Worked on capturing and uploading high-quality images under specific guidelines using Clickworker’s platform. Adhered to quality control standards involving lighting, framing, metadata accuracy and task diversity.

Participated in structured image data collection tasks to support training datasets for computer vision and language models. Worked on capturing and uploading high-quality images under specific guidelines using Clickworker’s platform. Adhered to quality control standards involving lighting, framing, metadata accuracy and task diversity.

2024 - 2024

SAMA Source

Sama3D SensorBounding BoxPolyline

Worked on a LiDAR-based 3D sensor annotation project for autonomous vehicle training using Sama’s platform. Tasks included creating and validating bounding boxes, polylines, cuboids, and tracking sequences across large-scale point cloud datasets. Ensured accuracy, consistency, and adherence to strict QA standards under tight deadlines, contributing to the safe navigation systems of self-driving vehicles.

Worked on a LiDAR-based 3D sensor annotation project for autonomous vehicle training using Sama’s platform. Tasks included creating and validating bounding boxes, polylines, cuboids, and tracking sequences across large-scale point cloud datasets. Ensured accuracy, consistency, and adherence to strict QA standards under tight deadlines, contributing to the safe navigation systems of self-driving vehicles.

2023 - 2024

Education

Work History