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MARTIN WESONGA

@martinwesonga

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AI Evaluation Specialist at DataAnnotation who evaluated 2,000+ model outputs and tested reasoning edge cases.

United States

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What I'm looking for

I’m seeking flexible, independent, asynchronous roles where I can use my reasoning skills to shape next-generation AI tools while maintaining rigorous quality standards.

At DataAnnotation, I evaluate AI model outputs for logical consistency, accuracy, and adherence to complex, multi-turn guidelines. I've assessed over 2,000 outputs and authored test prompts to probe reasoning limits and uncover edge-case failures.

At NCR Corporation, I audited technical documentation and transaction datasets, maintaining 99.5% output accuracy across enterprise applications. I also created step-by-step guidelines for quality control analysts and outsourced training teams.

At The Home Depot Headquarters, I reviewed vendor system submissions and digital inventory logs against enterprise compliance guidelines. I earned a B.S. in Information Technology from Emory University, and I thrive in flexible, independent, asynchronous roles shaping AI tools while maintaining rigorous quality standards.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Evaluation Specialist

Current

DataAnnotation

Nov 2022 - Present (4 years)

Evaluated over 2,000 AI model outputs for logical consistency, accuracy, and adherence to complex multi-turn guidelines. Authored customized test prompts to challenge model reasoning limits and uncover edge-case failures.

AI model evaluation Prompt Writing response evaluation Instruction Verification Hallucination Spotting Edge case identification Python Excel Google Sheets SQL Jira Markdown Generative AI Platforms

Data Quality Analyst

NCR Corporation

Mar 2018 - Oct 2022 (4 years 7 months)

Audited complex technical documentation and transaction datasets to maintain 99.5% output accuracy across enterprise applications. Worked asynchronously with cross-functional US software teams to resolve dataset inconsistencies and improve verification workflows.

Data Auditing Technical Documentation SQL Excel Google Sheets Jira Quality Assurance Workflow Improvement

Technical Support & Operations Specialist

The Home Depot

Jun 2014 - Feb 2018 (3 years 8 months)

Reviewed vendor system submissions and digital inventory logs with strict adherence to enterprise compliance guidelines. Identified root causes of recurring data entry errors and recommended procedural adjustments to team leaders.

Vendor Management Data Entry Compliance Root Cause Analysis Process Improvement

Education

Degrees, certifications, and relevant coursework

Emory University

Bachelor of Science, Information Technology

Earned a Bachelor of Science in Information Technology, completing core coursework in Data Structures, Database Systems, Software Engineering, and Technical Writing.