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E

Emmanuel Peprah

AI Response Evaluation Framework Designer

Ghana flagAccra, Ghana
IntermediateOther

Key Skills

Software

Other

Top Subject Matter

Healthcare Data & Medical Documentation
General Knowledge
AI Model Evaluation

Top Data Types

TextText
DocumentDocument

Top Task Types

Text Generation

Freelancer Overview

AI Response Evaluation Framework Designer. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Doctor of Pharmacy, University of Cape Coast (2026) and Senior High School Certificate, Mfantsipim School. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

Intermediate

Labeling Experience

AI/Python Boot Camp Participant & Practitioner

OtherTextText Generation
Practiced prompt engineering and AI output analysis as part of hands-on boot camps focused on AI/ML fundamentals. Engaged in iterative refinement of AI-generated content through structured evaluations. Automated the flagging of inconsistencies in model responses using Python scripting. • Crafted and tested prompt designs for AI models. • Provided feedback and comments on generated content. • Collaborated with peers to review and critique outputs. • Integrated NLP techniques for consistency validation.

Practiced prompt engineering and AI output analysis as part of hands-on boot camps focused on AI/ML fundamentals. Engaged in iterative refinement of AI-generated content through structured evaluations. Automated the flagging of inconsistencies in model responses using Python scripting. • Crafted and tested prompt designs for AI models. • Provided feedback and comments on generated content. • Collaborated with peers to review and critique outputs. • Integrated NLP techniques for consistency validation.

2023 - Present

AI Response Evaluation Framework Designer

Text
Designed and implemented an AI Response Evaluation Framework to assess logical coherence, factual accuracy, and clarity in AI-generated text. Evaluated large language model (LLM) outputs for strengths, biases, and failures, focusing on both healthcare and general knowledge domains. Documented findings to inform model refinement and iterative improvement. • Developed rubric-based assessment workflows. • Rated AI-generated answers for precision and logic. • Tested framework on diverse prompt-output pairs. • Provided structured feedback for performance improvement.

Designed and implemented an AI Response Evaluation Framework to assess logical coherence, factual accuracy, and clarity in AI-generated text. Evaluated large language model (LLM) outputs for strengths, biases, and failures, focusing on both healthcare and general knowledge domains. Documented findings to inform model refinement and iterative improvement. • Developed rubric-based assessment workflows. • Rated AI-generated answers for precision and logic. • Tested framework on diverse prompt-output pairs. • Provided structured feedback for performance improvement.

2023 - Present

Education

U

University of Cape Coast

Doctor of Pharmacy, Pharmacy

Doctor of Pharmacy
2021 - 2026
M

Mfantsipim School

Senior High School Certificate, General Studies

Senior High School Certificate
Not specified

Work History

P

Phyto Riker Industries

Production and Supply Intern

Accra
2022 - 2022