Ibtissam Bou

Key Skills

Software

Toloka

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Top Label Types

Classification

RLHF

Freelancer Overview

I am a detail-oriented dental professional with hands-on experience in data labeling and AI data operations, particularly within the medical and dental domains. My background includes high-accuracy data annotation on the Toloka platform, where I applied my clinical expertise in radiographic interpretation, caries detection, and bone loss assessment to ensure precise and reliable training data for AI models. I am skilled in RLHF (Reinforcement Learning from Human Feedback), data classification, and quality assurance, and have a strong ability to translate complex clinical insights into actionable data for AI systems. With advanced proficiency in dental imaging software (DICOM) and annotation interfaces, I am passionate about contributing to the development and improvement of dental AI and diagnostic technologies.

Labeling Experience

Data Evaluation & Quality Assurance Specialist

TolokaTextClassificationRLHF

Provided high-fidelity data annotation and human-in-the-loop (HITL) feedback for various machine learning models. Tasks included complex image classification, search relevance evaluation, and ranking AI-generated text for factual accuracy. Maintained a high Quality Score by strictly adhering to granular annotation rubrics and passing frequent 'Gold Standard' verification tests. Demonstrated the ability to perform precise data analysis in a remote, asynchronous environment with zero supervision.

Provided high-fidelity data annotation and human-in-the-loop (HITL) feedback for various machine learning models. Tasks included complex image classification, search relevance evaluation, and ranking AI-generated text for factual accuracy. Maintained a high Quality Score by strictly adhering to granular annotation rubrics and passing frequent 'Gold Standard' verification tests. Demonstrated the ability to perform precise data analysis in a remote, asynchronous environment with zero supervision.

2025

Education

Work History