Kyase Samuel

Key Skills

Software

Mindrift

Toloka

Other

Top Subject Matter

Computer Vision

Brand Safety

Academic Content

Top Data Types

Video

Text

Image

Top Task Types

Segmentation

Freelancer Overview

Data Annotation & Content Evaluation Specialist. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mindrift and Other. Education includes Bachelor of Arts, International University, Bad Honnef (2022) and Pre-Undergraduate College Diploma, International University, Bad Honnef (2018). AI-training focus includes data types such as Video and Text and labeling workflows including Segmentation, Evaluation, and Rating.

Labeling Experience

AI Content Lead

OtherText

As an AI Content Lead at Thravos, I utilized generative AI to create and refine marketing assets, ensuring human-in-the-loop validation for model outputs. My responsibilities included evaluating and tagging user-generated content and monitoring accuracy and quality of AI-generated marketing copy. This work contributed to improved AI understanding of brand alignment and content appropriateness. • Assessed and provided feedback on AI-generated marketing collateral. • Evaluated and tagged user-generated text submissions for marketing purposes. • Ensured accuracy and brand compliance of AI-produced content. • Contributed to content strategy through data-driven content performance analysis.

As an AI Content Lead at Thravos, I utilized generative AI to create and refine marketing assets, ensuring human-in-the-loop validation for model outputs. My responsibilities included evaluating and tagging user-generated content and monitoring accuracy and quality of AI-generated marketing copy. This work contributed to improved AI understanding of brand alignment and content appropriateness. • Assessed and provided feedback on AI-generated marketing collateral. • Evaluated and tagged user-generated text submissions for marketing purposes. • Ensured accuracy and brand compliance of AI-produced content. • Contributed to content strategy through data-driven content performance analysis.

2025 - Present

Data Annotation & Content Evaluation Specialist

MindriftVideoSegmentation

As a Data Annotation & Content Evaluation Specialist at Mindrift / Toloka, I performed complex video segmentation and computer vision labeling for training machine learning models. My work included strict application of the 30-second rule protocol, bimanual interaction labeling, logo validation, and academic content categorization. I consistently ensured high accuracy rates and rigorous dataset quality for AI applications. • Executed temporal bounding and object tracking for video datasets. • Identified and labeled bimanual interactions to support computer vision tasks. • Validated logo placements to ensure brand safety and recognition. • Evaluated AI-generated responses for academic and brand-related content.

As a Data Annotation & Content Evaluation Specialist at Mindrift / Toloka, I performed complex video segmentation and computer vision labeling for training machine learning models. My work included strict application of the 30-second rule protocol, bimanual interaction labeling, logo validation, and academic content categorization. I consistently ensured high accuracy rates and rigorous dataset quality for AI applications. • Executed temporal bounding and object tracking for video datasets. • Identified and labeled bimanual interactions to support computer vision tasks. • Validated logo placements to ensure brand safety and recognition. • Evaluated AI-generated responses for academic and brand-related content.

2025 - Present

Education

Work History