Bruce A.

Key Skills

Software

Sama

Top Subject Matter

AI training data annotation

Top Data Types

Text

Image

Audio

Video

Top Task Types

Classification

Freelancer Overview

AI Annotation Associate (SAMA SOURCE EPZ-LTD). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Sama. Education includes Kenya Certificate of Primary Education, Magoso Primary School (2010) and Kenya Certificate of Secondary Education, Friends School Kaimosi (2017). AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Classification.

Labeling Experience

AI Annotation Associate (SAMA SOURCE EPZ-LTD)

SamaTextClassification

Worked as an AI annotation associate tagging multiple data modalities including text, images, audio, and video. Followed strict annotation guidelines to ensure accurate labels for downstream AI training. Reviewed and corrected peer annotations to maintain consistent quality across the dataset. • Tagged text, image, audio, and video data • Followed strict labeling guidelines • Performed peer review by correcting annotations • Reported data issues and suggested improvements

2021 - 2024

Education

Work History