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Mohammed Ksaim

Mohammed Ksaim

-"LLM Evaluation and Text Generation Specialist in English - French - Arabi

Morocco flagkenitra, Morocco
$12.00/hrIntermediateClickworkerOneformaRemotasks

Key Skills

Software

ClickworkerClickworker
OneFormaOneForma
RemotasksRemotasks
Other
Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

DocumentDocument
TextText

Top Task Types

Data Collection
Prompt Response Writing SFT
Text Generation

Freelancer Overview

AI Trainer & Evaluator Outlier (Contract/Freelance) Remote Key Responsibilities: Collaborated with machine learning engineers and data scientists to enhance the performance and reliability of large language models (LLMs) through expert prompt crafting, iterative refinement, and strategic evaluation. Created, refined, and tested diverse natural language prompts to optimize model comprehension, coherence, and relevance across a wide array of use cases including summarization, sentiment analysis, classification, creative writing, customer service, and technical domains. Conducted rigorous qualitative and quantitative evaluations of AI-generated outputs, using detailed rubrics to assess fluency, factual accuracy, task completion, ethical compliance, and user alignment. Provided nuanced feedback on model responses, identifying patterns in errors, hallucinations, ambiguities, or inappropriate content to inform fine-tuning and retraining processes. Participated in multiple rounds of A/B testing and comparative analysis to benchmark different model versions, contributing to ongoing efforts in reinforcement learning from human feedback (RLHF). Contributed to the development of internal documentation and guidelines to ensure prompt consistency, stylistic coherence, and ethical alignment with AI use policies.

IntermediateArabicFrenchEnglish

Labeling Experience

AI Model trainer

OtherTextRLHFData Collection
Collaborated with machine learning engineers and data scientists to enhance the performance and reliability of large language models (LLMs) through expert prompt crafting, iterative refinement, and strategic evaluation.

Collaborated with machine learning engineers and data scientists to enhance the performance and reliability of large language models (LLMs) through expert prompt crafting, iterative refinement, and strategic evaluation.

2023

Education

I

Ibn Tofail University

Bachelor's Degree, Private Law

Bachelor's Degree
2022 - 2022

Work History

O

Outlier

AI model trainer

remote
2024 - Present
N

Neo Financial

Customer Service Representative

N/A
2023 - Present