Ahmed Hany

Key Skills

Software

Other

Labelbox

Top Subject Matter

Conversational AI

Nlp Domain Expertise

Top Data Types

Text

Top Task Types

Segmentation

Text Generation

Text Summarization

Question Answering

RLHF

Transcription

Evaluation Rating

Freelancer Overview

LLM Training Specialist (Outlier). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Labelbox. Education includes Doctor of Pharmacy, Arab Academy for Science, Technology and Maritime Transport (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

LLM Training Specialist (Labelbox)

LabelboxText

At Labelbox, I reviewed and optimized labeled datasets for LLM and NLP workflows. My contributions focused on ensuring high data quality through the application of structured rubrics. I addressed annotation edge cases in collaboration with international teams. • Performed quality assurance for language model training datasets. • Analyzed and provided feedback on ambiguous or complex labeling scenarios. • Utilized annotation tools to systematically review large volumes of text data. • Worked cross-functionally to resolve labeling discrepancies and improve process standards.

At Labelbox, I reviewed and optimized labeled datasets for LLM and NLP workflows. My contributions focused on ensuring high data quality through the application of structured rubrics. I addressed annotation edge cases in collaboration with international teams. • Performed quality assurance for language model training datasets. • Analyzed and provided feedback on ambiguous or complex labeling scenarios. • Utilized annotation tools to systematically review large volumes of text data. • Worked cross-functionally to resolve labeling discrepancies and improve process standards.

2024 - Present

LLM Training Specialist (Outlier)

OtherText

As an LLM Training Specialist at Outlier, I evaluated and annotated conversational AI datasets. My work involved rating, annotating, and refining AI model outputs using established task guidelines. I collaborated remotely with a team to consistently deliver high-quality data labels. • Applied linguistic and domain knowledge to perform detailed evaluations of AI-generated responses. • Followed prompt engineering and guideline adherence best practices for text-based data. • Used quality review to improve annotation consistency and correctness. • Maintained documentation and clear feedback for process improvement.

As an LLM Training Specialist at Outlier, I evaluated and annotated conversational AI datasets. My work involved rating, annotating, and refining AI model outputs using established task guidelines. I collaborated remotely with a team to consistently deliver high-quality data labels. • Applied linguistic and domain knowledge to perform detailed evaluations of AI-generated responses. • Followed prompt engineering and guideline adherence best practices for text-based data. • Used quality review to improve annotation consistency and correctness. • Maintained documentation and clear feedback for process improvement.

2024 - Present

Education

Work History