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F

Fred Were

AI Systems Evaluator – Freelance / Personal Projects

KENYA flag
N/A, Kenya
$30.00/hrExpertDon T Disclose

Key Skills

Software

Don't disclose

Top Subject Matter

Infrastructure Automation and DevOps

Top Data Types

TextText
VideoVideo
ImageImage

Top Task Types

Segmentation
Bounding Box
Text Generation

Freelancer Overview

AI Systems Evaluator – Freelance / Personal Projects. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertEnglish

Labeling Experience

AI Systems Evaluator – Freelance / Personal Projects

Text
In this freelance role, I evaluated AI-generated prompts and deployment strategies for infrastructure automation. I reviewed, refined, and enhanced AI-generated DevOps runbooks to improve clarity and operational efficiency. I contributed to the creation and assessment of AI tutoring tools focused on real-world infrastructure scenarios. • Defined and applied evaluation metrics to judge AI performance in simulated environments. • Assessed self-hosted automation platform outputs and their AI-facilitated troubleshooting guides. • Edited and improved structured runbooks generated by AI systems to reduce operational errors. • Provided domain-relevant feedback for training AI in infrastructure management contexts.

In this freelance role, I evaluated AI-generated prompts and deployment strategies for infrastructure automation. I reviewed, refined, and enhanced AI-generated DevOps runbooks to improve clarity and operational efficiency. I contributed to the creation and assessment of AI tutoring tools focused on real-world infrastructure scenarios. • Defined and applied evaluation metrics to judge AI performance in simulated environments. • Assessed self-hosted automation platform outputs and their AI-facilitated troubleshooting guides. • Edited and improved structured runbooks generated by AI systems to reduce operational errors. • Provided domain-relevant feedback for training AI in infrastructure management contexts.

2022 - Present

Education

M

Maseno University

Computer Science with IT, computer science

Computer Science with IT
2016 - 2020

Work History

F

Freelance

AI Systems Evaluator

N/A
2022 - Present
F

Freelance

Technical Content Editor

Remote
2021 - 2021