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I’m Mohamed Kamal Farag, a detail-oriented and tech-savvy data annotator focused on improving AI outputs through high-quality text, audio, transcription, and evaluation work. I enjoy following complex guidelines carefully, keeping consistency across formats, and making sure labeled data and reviewed responses meet strict quality standards. Over the past few years, I’ve contributed remotely to AI training and data evaluation projects—transcribing English and Arabic audio for speech-to-text workflows, validating segmented datasets for ASR-related tasks, and evaluating chatbot responses for clarity, relevance, and accuracy. I also support large-scale labeling and review work across multiple platforms, maintaining strong quality scores while delivering batches reliably on deadline.…I’m Mohamed Kamal Farag, a detail-oriented and tech-savvy data annotator focused on improving AI outputs through high-quality text, audio, transcription, and evaluation work. I enjoy following complex guidelines carefully, keeping consistency across formats, and making sure labeled data and reviewed responses meet strict quality standards. Over the past few years, I’ve contributed remotely to AI training and data evaluation projects—transcribing English and Arabic audio for speech-to-text workflows, validating segmented datasets for ASR-related tasks, and evaluating chatbot responses for clarity, relevance, and accuracy. I also support large-scale labeling and review work across multiple platforms, maintaining strong quality scores while delivering batches reliably on deadline.

Mohamed Kamal Farag

AI Trainer, AI Evaluator, Data Annotator, +3

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I’m Mohamed Kamal Farag, a detail-oriented and tech-savvy data annotator focused on improving AI outputs through high-quality text, audio, transcription, and evaluation work. I enjoy following complex guidelines carefully, keeping consistency across formats, and making sure labeled data and reviewed responses meet strict quality standards. Over the past few years, I’ve contributed remotely to AI training and data evaluation projects—transcribing English and Arabic audio for speech-to-text workflows, validating segmented datasets for ASR-related tasks, and evaluating chatbot responses for clarity, relevance, and accuracy. I also support large-scale labeling and review work across multiple platforms, maintaining strong quality scores while delivering batches reliably on deadline.…I’m Mohamed Kamal Farag, a detail-oriented and tech-savvy data annotator focused on improving AI outputs through high-quality text, audio, transcription, and evaluation work. I enjoy following complex guidelines carefully, keeping consistency across formats, and making sure labeled data and reviewed responses meet strict quality standards. Over the past few years, I’ve contributed remotely to AI training and data evaluation projects—transcribing English and Arabic audio for speech-to-text workflows, validating segmented datasets for ASR-related tasks, and evaluating chatbot responses for clarity, relevance, and accuracy. I also support large-scale labeling and review work across multiple platforms, maintaining strong quality scores while delivering batches reliably on deadline.

Available to hire

I’m Mohamed Kamal Farag, a detail-oriented and tech-savvy data annotator focused on improving AI outputs through high-quality text, audio, transcription, and evaluation work. I enjoy following complex guidelines carefully, keeping consistency across formats, and making sure labeled data and reviewed responses meet strict quality standards.

Over the past few years, I’ve contributed remotely to AI training and data evaluation projects—transcribing English and Arabic audio for speech-to-text workflows, validating segmented datasets for ASR-related tasks, and evaluating chatbot responses for clarity, relevance, and accuracy. I also support large-scale labeling and review work across multiple platforms, maintaining strong quality scores while delivering batches reliably on deadline.

Skills

AI Data Labelling

Audio

AI Chatbot

AI Collection (Audio)

Prompt Engineering

Experience Level

AI Data Labelling

Expert

Audio

Expert

AI Chatbot

Expert

AI Collection (Audio)

Expert

Prompt Engineering

Intermediate

AI Collection (Video)

Intermediate

Data Science

Intermediate

Data Visualization

Beginner

Language

Arabic

Fluent

English

Fluent

Work Experience

English-to-Arabic (Egyptian) Translation Quality Evaluator at OneForma by Centific (Project: C837 – Isaac Acceptability Platform)

August 1, 2026 - Present

Evaluated English-to-Arabic (Egyptian) translations for accuracy, fluency, terminology, style, and localization quality. Reviewed source and translated content to detect mistranslations, omissions, additions, repetitions, awkward phrasing, and context/cultural issues, and assigned quality scores per detailed project guidelines. Worked across literature, news, business, technical, and general-interest materials to ensure the meaning remained faithful while sounding natural for Egyptian Arabic.

Business Transcription and Rewrite Specialist at Freelance

January 1, 2025 - December 31, 2025

Transcribed and rewrote English and Arabic business dialogues and reports with high accuracy and clarity. Refined corporate materials with an eye toward AI dataset enhancement while maintaining professional tone, contextual correctness, and consistent formatting.

Freelance: Business Transcription and Rewrite Specialist at Freelance (Business transcription & rewrite)

January 1, 2025 - December 31, 2025

Transcribed and rewrote English and Arabic business dialogues and reports with high accuracy and clarity. Applied business communication knowledge to refine content for AI dataset enhancement while maintaining professional tone, correct context, and accurate meaning across rewritten materials.

AI Data Contributor at Alignerr, TELUS International, Appen, Surge AI

January 1, 2024 - Present

Contributed to AI training and data improvement projects across text rewriting, linguistic evaluation, annotation, and audio transcription/voice training tasks (e.g., VAD Tracker). Provided detailed, accurate feedback to improve AI-generated text and voice outputs.

English and Arabic Literary Writing Annotation – AI Projects at Freelance – Remote

January 1, 2024 - Present

Annotated and evaluated English and Arabic literary texts for language model training, assessing grammar, tone, and literary style across multiple genres. Provided linguistic feedback to help models learn creative-writing nuances and maintained high accuracy under detailed guidelines.

AI Audio Data Annotator / Voice Dataset Validator at Freelance – Remote

January 1, 2024 - Present

Annotated and validated multilingual audio datasets for ASR, TTS, and voice-command systems. Checked audio quality issues (background noise, clipping, low volume, overlapping speech) and reported inconsistencies. Verified transcription accuracy against audio segments across accents/dialects and ensured timeline/segment consistency and adherence to annotation rules. Delivered large batches on deadline while maintaining high quality.

Transcription & Audio QA Specialist (English/Arabic) at Freelance

January 1, 2024 - Present

Transcribed English and Arabic audio for speech-to-text (ASR) training, delivering verbatim and clean-read transcripts according to project requirements. Reviewed and corrected model-generated transcripts to improve grammar, punctuation, and semantic meaning. Validated segmented audio tasks, ensured formatting consistency, fixed alignment issues when needed, and flagged audio quality problems such as noise, unclear speech, or overlapping voices with documentation to support dataset improvements.

AI Data Contributor at Alignerr, TELUS International, Appen, Surge AI (Remote)

January 1, 2024 - Present

Contributed to multiple AI training and data improvement projects including text rewriting, annotation, and linguistic evaluation. Worked on English literary writing annotation and audio transcription tasks for natural language model enhancement, and supported speech-related training tasks including AI Voice Training (English) and VAD Tracker. Also contributed to image-editing and conversation-based tasks for multimodal AI initiatives, delivering detailed and accurate feedback for improved outputs.

English and Arabic Literary Writing Annotation Specialist at Freelance – Remote (AI projects)

January 1, 2024 - December 31, 2024

Annotated and evaluated English and Arabic literary texts for AI language model training. Assessed grammar, tone, and literary style across genres, provided linguistic feedback to capture literary nuances, and maintained high annotation accuracy under detailed project guidelines.

Audio AI Data Annotator (Transcription & Validation) at Freelance – Remote (2024)

January 1, 2024 - December 31, 2024

Worked on audio transcription and validation tasks, evaluating voice recognition accuracy. Reviewed and corrected AI transcriptions across accents and dialects, and supported training for voice command systems and text-to-speech (TTS) models. Delivered tasks within deadlines while maintaining strong quality ratings.

Freelance: Audio Transcription & Model Output Proofreading Specialist at Freelance (Audio Transcription AI Voice Training Projects - English/Arabic)

January 1, 2024 - December 31, 2024

Transcribed English and Arabic audio clips for training speech-to-text AI models with high accuracy. Reviewed, corrected, and proofread model-generated transcripts to improve grammar, punctuation, and semantic meaning. Identified audio inconsistencies, background noise issues, and pronunciation variations to enhance dataset quality, and compared human transcripts with machine outputs to provide corrected versions.

AI Data Evaluator – Text & Chatbot Training at Freelance – Remote

January 1, 2023 - Present

Classified and evaluated chatbot responses to support AI model improvements. Reviewed and corrected AI-generated answers based on quality and accuracy standards, providing feedback on language clarity, context relevance, and user satisfaction. Maintained quality scores above 95%.

AI Data Evaluator (Text & Chatbot Training) at Freelance – Remote (2023)

January 1, 2023 - December 31, 2023

Classified and evaluated chatbot responses to support AI model improvements. Reviewed and corrected AI-generated answers against quality and accuracy standards, and provided feedback on clarity, context relevance, and user satisfaction. Maintained consistently high quality scores above 95%.

Data Labeler & Content Trainer – AI Projects at Remote Projects (uTest, TELUS AI, Remotasks)

January 1, 2022 - Present

Labeled and categorized datasets for machine learning models, including search evaluation, image annotation, and content review tasks. Followed detailed guidelines to support algorithmic accuracy improvements, contributing to consistent quality across dataset types.

Data Labeler & Content Trainer at Remote Projects (uTest, TELUS AI, Remotasks)

January 1, 2022 - Present

Labeled and categorized data sets for machine learning models. Worked on search engine evaluation, image annotation, and content moderation projects while following detailed task guidelines to improve algorithmic accuracy.