Deborah Leclercq

Key Skills

Software

Clickworker

Labelbox

Label Studio

OneForma

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Audio Recording

Classification

Evaluation Rating

Prompt Response Writing SFT

RLHF

Freelancer Overview

I have solid experience in data labeling and AI training, combining my expertise in content analysis, SEO, and digital marketing with a professional background in fashion and management. This unique blend develops my precision, organizational skills, and adaptability; key qualities for delivering high-quality annotated data. My IT reasoning enables me to understand complex annotation guidelines and contribute effectively to AI model training. Fluent in French and English, I am particularly skilled in language-related projects such as natural language processing (NLP), text annotation, and content moderation. I am comfortable working with SEO content and digital platforms, ensuring data quality that enhances AI performance in fields like e-commerce, marketing, and customer experience.

Labeling Experience

Sensitive Data Labeling

Internal Proprietary ToolingTextEntity Ner ClassificationClassification

Annotated text data to identify sensitive personal information (PII) and harmful content such as harassment, hate speech, and abusive language. Ensured high-quality annotations by strictly following ethical and privacy guidelines. Contributed to the development of safer and more responsible NLP models.

Annotated text data to identify sensitive personal information (PII) and harmful content such as harassment, hate speech, and abusive language. Ensured high-quality annotations by strictly following ethical and privacy guidelines. Contributed to the development of safer and more responsible NLP models.

2025 - 2025

Community Alignment – SRT Evaluation & SRT mail Evaluation

LabelboxTextEvaluation Rating

In this project, I evaluated AI-generated email responses to ensure clarity, helpfulness, tone appropriateness, and alignment with user intent. My tasks included ranking, pairwise comparison, and detailed rating of email drafts written by language models. The goal was to optimize AI behavior using Reinforcement Learning from Human Feedback (RLHF). I followed strict annotation guidelines and contributed to improving AI alignment with real-world communication standards.

In this project, I evaluated AI-generated email responses to ensure clarity, helpfulness, tone appropriateness, and alignment with user intent. My tasks included ranking, pairwise comparison, and detailed rating of email drafts written by language models. The goal was to optimize AI behavior using Reinforcement Learning from Human Feedback (RLHF). I followed strict annotation guidelines and contributed to improving AI alignment with real-world communication standards.

2025 - 2025

French Conversation Audio Recording and Annotation

Internal Proprietary ToolingAudioAudio Recording

I actively participated as a speaker in recording high-quality French audio conversations on specific topics to train AI conversational models. This involved clear and natural speech delivery, following provided guidelines to ensure data consistency and relevance. Additionally, I contributed to the annotation and evaluation processes, ensuring that the recorded data met quality standards for effective AI training in conversational contexts.

I actively participated as a speaker in recording high-quality French audio conversations on specific topics to train AI conversational models. This involved clear and natural speech delivery, following provided guidelines to ensure data consistency and relevance. Additionally, I contributed to the annotation and evaluation processes, ensuring that the recorded data met quality standards for effective AI training in conversational contexts.

2025 - 2025

Data Labeler, Reviewer & Prompt Creator – RLHF, Text & Audio Annotation Specialist

Label StudioTextClassificationRLHF

I contributed to AI model training by annotating textual data for RLHF (Reinforcement Learning with Human Feedback). My tasks included creating prompts to guide AI responses, performing detailed text annotation, and reviewing and validating the team’s annotations to ensure data quality and relevance. This project enabled me to develop a strong understanding of language models and their training data requirements.

I contributed to AI model training by annotating textual data for RLHF (Reinforcement Learning with Human Feedback). My tasks included creating prompts to guide AI responses, performing detailed text annotation, and reviewing and validating the team’s annotations to ensure data quality and relevance. This project enabled me to develop a strong understanding of language models and their training data requirements.

2024 - 2025

Education

Work History