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Ihab A.

Ihab A.

AI Trainer & Advanced Data Annotator / LLM Evaluation Specialist

Egypt flagMansoura, Egypt

Key Skills

Software

Data Annotation TechData Annotation Tech
TolokaToloka
ClickworkerClickworker
OneFormaOneForma
Micro1

Top Subject Matter

Artificial Intelligence & LLM Training
Search relevance & Data Labeling
Healthcare & Medical Sciences

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

Text GenerationText Generation
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Data CollectionData Collection
TranscriptionTranscription
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Freelancer Overview

Detail-oriented and experienced Data Annotation Specialist with a proven track record in AI data training, dataset evaluation, and quality control across major global platforms including Outlier, OneForma, and DataAnnotation.tech. Adept at managing high-volume visual and digital tasks with extreme precision and strict adherence to project guidelines. Combines strong analytical skills with the ability to maintain consistent productivity in fast-paced, remote work environments. Independent Data Evaluator (Freelance) — Toloka & UHRS Platform (2024 – Present). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Toloka & UHRS and Don't disclose. Education includes Bachelor of Medicine and Surgery, Mansoura University (2027). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Ai trainer on dataannotation.tech

TextTextPrompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Evaluated and human-annotated complex AI model responses for helpfulness, accuracy, and truthfulness. Authored high-quality prompt-response pairs to train Large Language Models (LLMs) in multi-turn conversations. Conducted fact-checking, grammar reviews, and ensured strict adherence to strict quality guidelines to mitigate model hallucinations.

2025 - Present

Independent Data Evaluator (Freelance) — Toloka & UHRS Platform (2024 – Present)

TextText

Served as an independent evaluator performing high-volume data labeling and search evaluation tasks on Toloka and UHRS. Applied project-specific technical guidelines and accuracy standards to assess search relevance, intent, and side-by-side results. Worked on dataset analysis to support improvements in AI training model performance. • Search relevance evaluation and intent classification • Side-by-side comparison judgments for result quality • Data quality checking to maintain annotation accuracy • Analysis of complex datasets to enhance model training

2024 - Present

Education

M

Mansoura University

Bachelor of Medicine and Surgery, Medicine

Bachelor of Medicine and Surgery
2023 - 2027

Work History

I

Independent Data Evaluator

Independent Data Evaluator

N/A
2024 - Present
M

Medical Conferences

Conference Team Leader

Cairo
2024 - 2024