Insaf El Khallat

Key Skills

Software

Data Annotation Tech

OneForma

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Text

Top Task Types

Classification

Data Collection

Prompt Response Writing SFT

Text Summarization

Translation Localization

Freelancer Overview

I have over two years of experience in AI training and data labeling, where I worked on enhancing the quality and performance of machine learning models. My responsibilities included labeling datasets across various formats, evaluating AI-generated outputs, and ensuring accuracy through detailed quality assurance. This experience strengthened my ability to follow complex guidelines, resolve ambiguous cases, and refine data to meet the evolving needs of AI development. In addition, I am multilingual in French and English, which allows me to work across diverse linguistic contexts with precision. With an academic background in architecture and engineering, I bring strong analytical and problem-solving skills, as well as an eye for detail and structure. This unique combination of technical expertise, adaptability, and multilingual communication sets me apart in supporting and advancing AI systems at scale.

Labeling Experience

Ai trainer

Data Annotation TechImagePrompt Response Writing SFT

At DataAnnotation, I trained and evaluated AI systems by labeling and reviewing diverse datasets with precision. I focused on quality assurance, refining machine learning outputs, and applying critical thinking to meet complex project guidelines.

At DataAnnotation, I trained and evaluated AI systems by labeling and reviewing diverse datasets with precision. I focused on quality assurance, refining machine learning outputs, and applying critical thinking to meet complex project guidelines.

2025 - 2025

AI Trainer

Data Annotation TechTextClassificationQuestion Answering

At DataAnnotation, I trained and evaluated AI systems by labeling and reviewing diverse datasets with precision. I focused on quality assurance, refining machine learning outputs, and applying critical thinking to meet complex project guidelines.

At DataAnnotation, I trained and evaluated AI systems by labeling and reviewing diverse datasets with precision. I focused on quality assurance, refining machine learning outputs, and applying critical thinking to meet complex project guidelines.

2024 - 2025

Education

Work History