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Mohammed Shalaby

Mohammed Shalaby

Freelance Data Annotator & Linguistic Specialist

Egypt flagCairo, Egypt
$25.00/hrIntermediateOtherAppenLabelbox

Key Skills

Software

Other
AppenAppen
LabelboxLabelbox
MindriftMindrift
OneFormaOneForma
RemotasksRemotasks
Scale AIScale AI
SuperAnnotateSuperAnnotate
TolokaToloka

Top Subject Matter

Nlp Domain Expertise
Multilingual Data Annotation
Machine Translation

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

ClassificationClassification
Entity (NER) ClassificationEntity (NER) Classification
SegmentationSegmentation
Object DetectionObject Detection
Text GenerationText Generation
Text SummarizationText Summarization
Question AnsweringQuestion Answering
RLHFRLHF
Fine-tuningFine-tuning
Red TeamingRed Teaming
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Computer Programming/CodingComputer Programming/Coding
Function CallingFunction Calling

Freelancer Overview

Over the past two years, I've completed 1,000+ evaluation and annotation tasks across text, image, audio, and code, mainly through Outlier.ai and Alignerr. My work covered LLM output evaluation, prompt quality assessment, function-calling validation, NER, sentiment analysis, and Arabic-English multilingual annotation. Setting me apart is the diversity and depth of domain knowledge I bring to annotation work. My ESG consulting background means I can accurately evaluate AI outputs in sustainability and regulatory contexts where getting the details wrong actually matters. I'm a native Arabic speaker comfortable in both MSA and Egyptian dialect, which helps a lot with bilingual NLP tasks. And having a software engineering background means I tend to give more technically grounded feedback rather than just flagging surface-level issues.

IntermediateEnglishArabic

Labeling Experience

Freelance Data Annotator & Linguistic Specialist

OtherTextClassification
As a freelance data annotator and linguistic specialist, I performed high-volume linguistic data annotation for AI training datasets across multiple platforms. I focused on tasks such as text classification, entity recognition, sentiment analysis, and part-of-speech tagging in both Arabic and English datasets. I ensured high accuracy and cultural adequacy in the annotation process for NLP and localization projects. • Executed 100+ annotation tasks per month, adhering to quality standards and guidelines. • Conducted content localization and machine translation error analysis for Arabic-English pairs. • Reviewed and validated AI-generated content for accuracy, fluency, and cultural relevance. • Worked on Upwork, Appen, TELUS International, Outlier.ai, and Alignerr using diverse proprietary platforms.

As a freelance data annotator and linguistic specialist, I performed high-volume linguistic data annotation for AI training datasets across multiple platforms. I focused on tasks such as text classification, entity recognition, sentiment analysis, and part-of-speech tagging in both Arabic and English datasets. I ensured high accuracy and cultural adequacy in the annotation process for NLP and localization projects. • Executed 100+ annotation tasks per month, adhering to quality standards and guidelines. • Conducted content localization and machine translation error analysis for Arabic-English pairs. • Reviewed and validated AI-generated content for accuracy, fluency, and cultural relevance. • Worked on Upwork, Appen, TELUS International, Outlier.ai, and Alignerr using diverse proprietary platforms.

2024 - Present

ATC Transcription

AudioTranscription
The project is centered around going through ATC recordings, providing accurate transcription of these recordings, clarifying speakers, routes, waypoints and abbreviations

The project is centered around going through ATC recordings, providing accurate transcription of these recordings, clarifying speakers, routes, waypoints and abbreviations

2026 - 2026

AI Model Evaluator & LLM Annotation Specialist

Text
As an AI model evaluator and LLM annotation specialist at Outlier.ai, I conducted detailed linguistic annotations and evaluations for large language model training datasets. My responsibilities included quality assessment of AI-generated text, error classification, and schema adherence checks for function calling and prompt engineering tasks. I also provided HITL feedback for RLHF workflows, helping improve model linguistic performance. • Completed over 2,000 detailed annotations and evaluations across multilingual datasets. • Utilized standardized rubrics for model output assessment and feedback. • Collaborated on documentation and guideline refinement for annotation projects. • Used internal and proprietary annotation tools provided by Outlier.ai.

As an AI model evaluator and LLM annotation specialist at Outlier.ai, I conducted detailed linguistic annotations and evaluations for large language model training datasets. My responsibilities included quality assessment of AI-generated text, error classification, and schema adherence checks for function calling and prompt engineering tasks. I also provided HITL feedback for RLHF workflows, helping improve model linguistic performance. • Completed over 2,000 detailed annotations and evaluations across multilingual datasets. • Utilized standardized rubrics for model output assessment and feedback. • Collaborated on documentation and guideline refinement for annotation projects. • Used internal and proprietary annotation tools provided by Outlier.ai.

2024 - 2025

Education

A

ALX - Holberton School

Certificate, Software Engineering

Certificate
2023 - 2025
G

Google

Professional Certificate, Data Analytics

Professional Certificate
2022 - 2022

Work History

A

Alignerr

ESG Solutions Consultant & AI Integration Specialist

Remote
2025 - Present
M

Masader Environmental and Energy Services

ESG Sustainability Consultant

Zamalek, Cairo
2024 - 2025