Collins Boit

Key Skills

Software

Appen

Clickworker

Remotasks

Toloka

Scale AI

CVAT

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Video

Top Task Types

Bounding Box

Data Collection

Polygon

Segmentation

Text Generation

Freelancer Overview

I have extensive experience in AI data labeling and model training, having worked on diverse projects through Remotasks, Appen, Toloka, and Clickworker. My work has included labeling self-driving car imagery, identifying objects in complex environments, and annotating agricultural datasets such as ripe and unripe fruits for computer vision systems. These projects strengthened my attention to detail, consistency, and ability to interpret complex labeling guidelines accurately under tight deadlines. Aside from my annotation experience, I also leverage technical and analytical skills gained in software development that allow me to comprehend how data quality makes an impact on the performance of AIs. I am proficient at handling several labeling tools, being adaptable to several workflows, and having the capacity to sustain capable accuracy and throughput throughout tasking. I aim to provide credible, superior-quality labeled data used in the creation of intelligent, safer, and more effective AIs in the industry.

Labeling Experience

Video Annotation

CVATVideoBounding BoxPolygon

Annotating videos

Annotating videos

2023 - 2024

Image Annotation

CVATImagePolygon

annotating vehicles on highways

annotating vehicles on highways

2023 - 2024

Education

Work History