Amason K.

Key Skills

Software

Appen

Clickworker

AWS SageMaker

CVAT

LabelImg

Labelbox

Mindrift

OneForma

Snorkel AI

Top Subject Matter

Historical Research Data

Archival Historical Data

Top Data Types

Text

Image

Video

Top Task Types

Classification

Polygon

Segmentation

Point/Key Point

Cuboid

Polyline

RLHF

Red Teaming

Evaluation/Rating

Computer Programming/Coding

Freelancer Overview

Data Labeling Specialist – Historical Data Annotation. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Arts, University of Nairobi (2023) and Bachelor of Arts, University of Nairobi (2020). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Data Labeling Specialist – Historical Data Annotation

TextClassification

Analyzed large historical text datasets using digital tools and AI-assisted methods to support structured data interpretation. Performed data verification and annotation to ensure accuracy and consistency for AI/ML model development. Conducted quality assurance checks on labeled records and trained junior researchers on annotation standards. • Implemented error detection protocols in historical data • Collaborated to improve data organization and information accuracy • Prepared detailed documentation of labeled datasets • Ensured precision in labelling for AI/ML support

2023 - Present

Data Labeling & AI Support – Historical Consultant

TextClassification

Reviewed and validated text-based historical datasets to improve labeling quality and AI-readiness. Supported AI-related projects by organizing, categorizing, and labeling archival information for accuracy. Led workshops on responsible AI usage, data integrity, and annotation best practices. • Enhanced quality control processes for large volumes of archival data • Provided training on data integrity and accurate labeling • Ensured compliance with AI project standards • Validated information for publications, documentaries, and digital projects

2022 - 2023

Education

Work History