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Ayoub Idmbarek

Ayoub Idmbarek

Data labeling and annotation (AI training tasks)

MOROCCO flag
mohammedia, Morocco
$10.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Medical Domain Expertise
General Domain Expertise

Top Data Types

TextText
ImageImage
VideoVideo

Top Task Types

Classification
Text Generation
Question Answering
Prompt Response Writing SFT
Text Summarization
Segmentation

Freelancer Overview

Data labeling and annotation (AI training tasks). Core strengths include Other. Education includes Doctor of Medicine, Faculté de Médecine et de Pharmacie de Casablanca (2020). AI-training focus includes data types such as Text and labeling workflows including Classification. I have worked in AI training for some years now, and I developed strong experience in AI training such as data annotation, model evaluation and prompt engineering. I'm skilled at creating clear inputs that improve model performance ,with accuracy and consistency. My background helped me build a solid foundation in natural language, processing concepts, quality control and model refinement. I pay close attention to details making my work precise relevant and aligned with project objectives. In addition, I bring strong analytical thinking, adaptability, and problem-solving abilities to AI training tasks. I am comfortable working with large datasets, following complex guidelines, and maintaining high standards under tight deadlines. My ability to communicate clearly and collaborate effectively with teams allows me to contribute to improving model behavior and user experience. I am continuously learning and staying updated with advancements in AI, which helps me deliver high quality results and stand out as a reliable contributor in this field.

IntermediateEnglishArabicFrench

Labeling Experience

Data labeling and annotation (AI training tasks)

OtherTextClassification
I participated in data labeling and annotation for AI training tasks as part of various digital micro-jobs. My work involved accurately labeling text data, following detailed instructions, and ensuring high-quality output. These tasks enhanced my attention to detail and ability to follow complex guidelines. • Precisely annotated and classified text-based data samples • Worked with medical and general subject matter • Demonstrated strong adherence to labeling protocols • Completed labeling tasks independently using digital platforms

I participated in data labeling and annotation for AI training tasks as part of various digital micro-jobs. My work involved accurately labeling text data, following detailed instructions, and ensuring high-quality output. These tasks enhanced my attention to detail and ability to follow complex guidelines. • Precisely annotated and classified text-based data samples • Worked with medical and general subject matter • Demonstrated strong adherence to labeling protocols • Completed labeling tasks independently using digital platforms

Not specified

Education

F

Faculté de Médecine et de Pharmacie de Casablanca

Doctor of Medicine, Medicine

Doctor of Medicine
2020

Work History

C

chu ibn rochd casablanca

medecin

casablanca
2023 - Present