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Monari A.

Monari A.

AI Trainer / Data Annotator (Freelance / Remote Contractor)

Kenya flagNairobi, Kenya

Key Skills

Software

No software listed

Top Subject Matter

Large language model evaluation
RLHF ranking
dataset annotation

Top Data Types

TextText
DocumentDocument

Top Task Types

RLHFRLHF

Freelancer Overview

AI Trainer / Data Annotator (Freelance / Remote Contractor). Education includes Bachelor of Science, Karatina University (2025). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

AI Trainer / Data Annotator (Freelance / Remote Contractor)

TextTextRLHFRLHF

Evaluated large language model outputs and provided relevance, factuality, safety, coherence, tone, and formatting judgments to support RLHF-style ranking and preference learning. Performed data annotation and dataset curation tasks by reviewing AI-generated content against project-specific constraints and guidelines. Produced structured, detailed feedback that explained why responses were preferred or rejected to improve downstream model behavior and evaluation quality.• Ranked model responses based on accuracy and relevance while identifying bias and inconsistencies.• Verified adherence to evolving evaluation instructions and complex prompt/response constraints.• Documented reasoning for quality assurance decisions to maintain consistency across examples.• Supported generative AI fine-tuning through annotated datasets and feedback loops.

2024 - Present

Education

K

Karatina University

Bachelor of Science, Information Technology

Bachelor of Science
2021 - 2025

Work History

C

Company not specified

IT Support Technician

Location not specified
Not specified