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A
Ayrin Amari

Ayrin Amari

AI Systems Developer and Prompt Engineer

Kenya flagNairobi, Kenya
$18.00/hrExpertClickworkerCloudfactoryData Annotation Tech

Key Skills

Software

ClickworkerClickworker
CloudFactoryCloudFactory
Data Annotation TechData Annotation Tech
MercorMercor
Micro1

Top Subject Matter

Prompt engineering
AI personal assistant
business operations

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

Question AnsweringQuestion Answering
Text GenerationText Generation
Text SummarizationText Summarization
RLHFRLHF
Computer Programming/CodingComputer Programming/Coding
Data CollectionData Collection
Object DetectionObject Detection
ClassificationClassification

Freelancer Overview

AI Systems Developer and Prompt Engineer. Brings 3+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Business Information Technology, Multimedia University of Kenya (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglishGerman

Labeling Experience

AI Systems Developer and Prompt Engineer

Text
As an AI Systems Developer and Prompt Engineer, I performed high-volume evaluation of language model outputs within an AI personal operating system project. I designed, iterated, and tested hundreds of AI prompts and systematically evaluated the quality of generated responses for accuracy, tone, relevance, and safety. My work included identifying model errors and documenting structured feedback to improve system behaviors. • Directly responsible for prompt writing, AI output evaluation, and feedback documentation • Labeled model errors including hallucinations, refusals, and output inconsistencies across diverse tasks • Applied evaluation rubrics for instruction-following discipline and consistency • Assessed text and code outputs across business, technical, and creative subject matter

As an AI Systems Developer and Prompt Engineer, I performed high-volume evaluation of language model outputs within an AI personal operating system project. I designed, iterated, and tested hundreds of AI prompts and systematically evaluated the quality of generated responses for accuracy, tone, relevance, and safety. My work included identifying model errors and documenting structured feedback to improve system behaviors. • Directly responsible for prompt writing, AI output evaluation, and feedback documentation • Labeled model errors including hallucinations, refusals, and output inconsistencies across diverse tasks • Applied evaluation rubrics for instruction-following discipline and consistency • Assessed text and code outputs across business, technical, and creative subject matter

2024 - Present

Education

M

Multimedia University of Kenya

Bachelor of Business Information Technology, Business Information Technology

Bachelor of Business Information Technology
2022

Work History

S

SynCraft Labs

Operations and Product Systems Manager

Nairobi
2022 - Present
I

Independent Consulting

Healthcare Workflow Consultant and Operations Specialist

Nairobi
2021 - 2023