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Cécile Fraeye

Cécile Fraeye

Author & Self-Publisher (Artiste-auteur) – Data Labeling Tasks

France flagBoisse, France
$25.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Education Domain Expertise
Chinese Medicine
Health Domain Expertise

Top Data Types

ImageImage
TextText
DocumentDocument

Top Task Types

ClassificationClassification
TranscriptionTranscription

Freelancer Overview

I currently work as a freelance AI data annotator, with experience on projects such as Outlier where I label and evaluate AI-generated data. My tasks include text and image annotation, comparing and describing images with a high level of detail, checking whether model outputs follow the instructions, and providing clear written feedback in French. I also perform basic audio‑to‑text transcription in French, which strengthens my ability to match spoken content with accurate, well‑structured text. What sets me apart is my strong background in documentation and language combined with visual expertise. I spent over 17 years as a medical documentation specialist, managing complex information, applying controlled vocabularies and semantic indexing, and ensuring accuracy and consistency across large volumes of data. In parallel, I am an author and Art History graduate with experience as a painter, which gives me an excellent eye for visual composition and small details in images. This mix of rigorous information management, native French with C1 English, and fine‑grained visual sensitivity makes me particularly suited for high‑quality AI training data and data labeling work.

Entry LevelEnglishFrench

Labeling Experience

Author & Self-Publisher (Artiste-auteur) – Data Labeling Tasks

OtherImageClassification
As an Author & Self-Publisher, I managed metadata, categories, and tags for digital educational content, mirroring structured data annotation tasks. I ensured accurate image-text alignment and maintained consistency across visual materials using semantic rules. Careful proofreading and editing were performed to meet high standards for digital platforms. • Classified educational content on acupuncture meridians and Chinese medicine. • Labeled and structured images and text for clean digital layouts. • Applied controlled vocabularies and precise tagging for metadata management. • Followed strict guidelines for lexical consistency and terminology.

As an Author & Self-Publisher, I managed metadata, categories, and tags for digital educational content, mirroring structured data annotation tasks. I ensured accurate image-text alignment and maintained consistency across visual materials using semantic rules. Careful proofreading and editing were performed to meet high standards for digital platforms. • Classified educational content on acupuncture meridians and Chinese medicine. • Labeled and structured images and text for clean digital layouts. • Applied controlled vocabularies and precise tagging for metadata management. • Followed strict guidelines for lexical consistency and terminology.

2021 - Present

Independent Reflexologist & Content Creator – Data Annotation (Images & Text)

OtherImageClassification
As an Independent Reflexologist & Content Creator, I labeled and captioned images and textual content for web platforms. I was responsible for annotating visual elements in educational materials and ensuring accuracy in terminology. My duties included selection, editing, and annotation of images for social media and blogs. • Created and managed image labels linked to Chinese medicine education. • Annotated images for website and online content to support accurate information delivery. • Applied precise classification and tagging to educational resources. • Ensured consistency and clarity in annotated audio and visual content.

As an Independent Reflexologist & Content Creator, I labeled and captioned images and textual content for web platforms. I was responsible for annotating visual elements in educational materials and ensuring accuracy in terminology. My duties included selection, editing, and annotation of images for social media and blogs. • Created and managed image labels linked to Chinese medicine education. • Annotated images for website and online content to support accurate information delivery. • Applied precise classification and tagging to educational resources. • Ensured consistency and clarity in annotated audio and visual content.

2013 - Present

Documentation Centre Manager (Medical Domain Data Annotation)

OtherTextClassification
As Documentation Centre Manager, I performed semantic indexing and tag assignment on scientific and medical documents. This work involved ontology-based labeling, managing large digital documentation systems, and maintaining accuracy in database metadata. Regulatory, scientific monitoring, and structured data annotation were ongoing tasks for nearly two decades. • Conducted semantic indexing using controlled vocabularies and thesauri. • Assigned structured tags for document classification in digital systems. • Ensured high data quality in regulatory and medical monitoring archives. • Managed the labeling process for consistent metadata structure.

As Documentation Centre Manager, I performed semantic indexing and tag assignment on scientific and medical documents. This work involved ontology-based labeling, managing large digital documentation systems, and maintaining accuracy in database metadata. Regulatory, scientific monitoring, and structured data annotation were ongoing tasks for nearly two decades. • Conducted semantic indexing using controlled vocabularies and thesauri. • Assigned structured tags for document classification in digital systems. • Ensured high data quality in regulatory and medical monitoring archives. • Managed the labeling process for consistent metadata structure.

2002 - 2020

Education

S

Sunshine Formations

Certificate in Search Engine Optimization, Search Engine Optimization

Certificate in Search Engine Optimization
2021 - 2021
I

IUT Dijon

University Diploma in Information and Communication, Information and Communication – Book Professions, Museums and Heritage Option

University Diploma in Information and Communication
1999 - 1999

Work History

S

Self-Employed

Author & Self-Publisher

Boisse
2021 - Present
S

Self-Employed

Reflexologist & Content Creator

Boisse
2013 - Present