Edmond H.

Key Skills

Software

Other

Don't disclose

AWS SageMaker

Anno-Mage

Appen

Argilla

Axiom AI

Clickworker

CrowdFlower

CloudFactory

CrowdSource

Data Annotation Tech

Dataloop

Deep Systems

Datature

Datasaur

Datumbox

Figure Eight

Google Cloud Vertex AI

Img Lab

iMerit

Mindrift

Micro1

V7 Labs

Top Subject Matter

AI content evaluation and Oromo/English language quality

Multilingual media quality review (Oromo/English)

Oromo NLP dataset contribution and annotation frameworks

Top Data Types

Text

Audio

Image

Document

Top Task Types

Bounding Box

Segmentation

Classification

Entity (NER) Classification

Point/Key Point

Polygon

Polyline

Cuboid

Object Detection

Text Generation

Freelancer Overview

AI Content Evaluator & Language Specialist (Freelance / Remote). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Don't disclose. Education includes Master of Science, University of Nairobi (2023) and Bachelor of Arts, University of Nairobi (2021). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Entity (NER).

Labeling Experience

AI Content Evaluator & Language Specialist (Freelance / Remote)

OtherText

Provided AI content evaluation for Oromo and English, assessing accuracy, fluency, cultural relevance, and factual correctness. Performed pairwise comparisons and rated responses for helpfulness, safety, and overall quality to support RLHF training cycles. Also conducted data collection and preprocessing to standardize inputs for downstream AI workflows. • Rated AI responses for helpfulness, safety, and quality • Evaluated content for factual correctness and cultural relevance • Standardized and prepared inputs for AI training/evaluation • Collaborated remotely to meet labeling throughput targets

2025 - 2026

Media Quality Reviewer (Freelance / Remote)

OtherAudio

Reviewed and quality-assured multilingual media content across audio, video, and text to ensure accuracy, consistency, and adherence to editorial standards. Flagged and documented content errors, discrepancies, and policy violations in structured reports for compliance stakeholders. Maintained QA logs and tracked recurring error patterns to recommend process improvements. • Audited audio/video/text for accuracy and consistency • Reported policy violations and content discrepancies • Maintained QA logs and quality metrics • Recommended process improvements based on error patterns

2023 - 2025

AI Learning Specialist (Freelance / Remote)

Don't discloseText

Designed and contributed to NLP training datasets for Oromo-language tasks including text classification, named entity recognition, and sentiment analysis. Delivered structured feedback on model outputs to identify linguistic understanding gaps and propose corrective data strategies. Developed annotation guidelines and frameworks to support onboarding of new language specialist contributors. • Built Oromo NLP datasets for classification and sentiment • Contributed to NER-focused annotation work • Provided feedback to improve model-labeled outputs • Created annotation guidelines for new contributors

2021 - 2023

Education

Work History