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Michael Ikwuka

Michael Ikwuka

Freelance Product Validation Specialist & AI Systems Builder

NIGERIA flag
Lagos, Nigeria
$10.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

AI Model Output Evaluation and UX Safety Validation
Generative AI Systems Evaluation and User Experience Analysis
Legal Services & Contract Review

Top Data Types

TextText
DocumentDocument

Top Task Types

Question Answering
Transcription
Evaluation Rating
Classification
Data Collection

Freelancer Overview

Freelance Product Validation Specialist & AI Systems Builder. 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 Science, Igbinedion University Okada (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishIgbo

Labeling Experience

Independent Generative AI Evaluator (Self-Directed Projects)

Text
Through ongoing independent projects and self-directed learning, I maintained high-intensity engagement with cutting-edge AI systems. I systematically evaluated AI model performance from a user-experience and safety perspective using analytical criteria refined by a scientific background. My independent reviews focused on detection of potential harm, accuracy issues, and user satisfaction. • Consistent interaction with generative AI products to provide feedback on output quality. • Analytical assessment of AI outputs for potential risks or errors. • Detailed noting of user perception and satisfaction across varied AI contexts. • Ongoing documentation of findings to support continuous model improvement.

Through ongoing independent projects and self-directed learning, I maintained high-intensity engagement with cutting-edge AI systems. I systematically evaluated AI model performance from a user-experience and safety perspective using analytical criteria refined by a scientific background. My independent reviews focused on detection of potential harm, accuracy issues, and user satisfaction. • Consistent interaction with generative AI products to provide feedback on output quality. • Analytical assessment of AI outputs for potential risks or errors. • Detailed noting of user perception and satisfaction across varied AI contexts. • Ongoing documentation of findings to support continuous model improvement.

2024 - Present

Freelance Product Validation Specialist & AI Systems Builder

Text
As a Freelance Product Validation Specialist & AI Systems Builder, I conducted systematic evaluation and validation of AI-generated text outputs. I developed personalized rubric frameworks to assess accuracy, safety, and user helpfulness for generative models. My work emphasized rigorous, analytical review and translating findings into actionable model improvements. • Daily testing and rating of multiple AI language model outputs for accuracy and safety. • Creation and implementation of custom evaluation rubrics for consistent labeling. • Identification and documentation of user-experience issues, biases, or risks in outputs. • Delivery of structured, actionable feedback to inform model refinement.

As a Freelance Product Validation Specialist & AI Systems Builder, I conducted systematic evaluation and validation of AI-generated text outputs. I developed personalized rubric frameworks to assess accuracy, safety, and user helpfulness for generative models. My work emphasized rigorous, analytical review and translating findings into actionable model improvements. • Daily testing and rating of multiple AI language model outputs for accuracy and safety. • Creation and implementation of custom evaluation rubrics for consistent labeling. • Identification and documentation of user-experience issues, biases, or risks in outputs. • Delivery of structured, actionable feedback to inform model refinement.

2024 - Present

Education

I

Igbinedion University Okada

Bachelor of Science, Pharmacy

Bachelor of Science
2019 - 2023

Work History

I

Independent Contractor

Product Validation Specialist

Lagos
2024 - Present