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Abdifatah Mohamed

AI Model Evaluation & Reasoning Specialist

Kenya flagNairobi, Kenya
Entry Level

Key Skills

Software

No software listed

Top Subject Matter

AI Evaluation
LLM Assessment
Legal Services & Contract Review

Top Data Types

TextText
VideoVideo
DocumentDocument

Top Task Types

No task types listed

Freelancer Overview

AI Model Evaluation & Reasoning Specialist. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of Embu (2021) and Certificate, HubSpot (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Entry Level

Labeling Experience

AI Model Evaluation & Reasoning Specialist

Text
I performed systematic evaluation of large language model (LLM) outputs for reasoning quality, instruction alignment, and output reliability. My work included rubric-based scoring, logical consistency checks, and detection of hallucinated or factually inaccurate responses. The process involved comparative ranking of AI-generated text and documentation of rationale for assessment outcomes. • Evaluated AI responses for logical coherence and adherence to detailed instructions. • Analyzed multi-step reasoning chains, identifying assumptions and logical fallacies. • Developed structured frameworks to ensure assessment consistency and reproducibility. • Documented concise justification reports for every evaluation result.

I performed systematic evaluation of large language model (LLM) outputs for reasoning quality, instruction alignment, and output reliability. My work included rubric-based scoring, logical consistency checks, and detection of hallucinated or factually inaccurate responses. The process involved comparative ranking of AI-generated text and documentation of rationale for assessment outcomes. • Evaluated AI responses for logical coherence and adherence to detailed instructions. • Analyzed multi-step reasoning chains, identifying assumptions and logical fallacies. • Developed structured frameworks to ensure assessment consistency and reproducibility. • Documented concise justification reports for every evaluation result.

2024 - Present

Education

A

AWAI - Professional Writers’ Alliance

Certificate, Writing

Certificate
2023 - 2023
H

HubSpot

Certificate, Email Marketing

Certificate
2022 - 2022

Work History

D

DaSilva Group Inc.

Marketing & Copywriting Consultant

New Jersey
2024 - 2025
N

N/A

Freelance Copywriter & Marketing Specialist

Nairobi
2022 - 2024