Emilie V.

Key Skills

Software

Don't disclose

Top Subject Matter

Legal AI training (NLP, Computer Vision)

Legal training for compliance and AI governance

AI training coursework (NLP/data processing, privacy)

Top Data Types

Text

Document

Image

Top Task Types

Fine-tuning

Entity (NER) Classification

Prompt + Response Writing (SFT)

Data Collection

Function Calling

Freelancer Overview

Huggingface AI Developer. Brings 17+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include MLFlow, SQL, and GraphDB. Education includes Master of Laws, University of Nancy 2 (2009) and Judiciary Traineeship, Luxembourg Ministry of Justice (2012). AI-training focus includes data types such as Text and Document and labeling workflows including Fine-tuning, Entity (NER) Classification, and Prompt + Response Writing (SFT).

Labeling Experience

Data Operations & AI Governance

TextFunction Calling

Contributed to legal AI systems design and deployment with a focus on governance and regulatory compliance. Structured legal knowledge using graphs and legal ontologies to support AI system behavior and reasoning. Ensured alignment with the AI Act governance and compliance requirements. • Designed and deployed legal AI systems • Performed AI systems governance and compliance (AI Act) • Built knowledge structuration with graphs and legal ontologies • Supported compliant operational integration

2024 - Present

Legal expert / Product Owner

Don't discloseTextData Collection

Designed a compliance digital tool and produced educational GDPR content for SMEs. Collaborated with developers via user stories and supported UI/UX research for product usability. Liaised between legal requirements and technical implementation to ensure compliant AI-enabled user experiences. • Designed GDPR compliance digital tool for SMEs • Created educational content on GDPR • Wrote/managed user stories with developers • Supported UI design and UX research

2023 - 2024

Professional Support Lawyer

DocumentEntity (NER) Classification

Performed training of lawyers by creating and delivering educational material on legal and regulatory topics related to AI. Contributed to structured documentation workflows through standardization and automation. Ensured training content aligned with compliance and legal requirements. • Trained lawyers on relevant legal knowledge • Conducted legislative and case law monitoring to inform training • Standardized and automated legal documents • Supported internal educational enablement

2022 - 2023

AI Developer (RNCP Title 34757)

TextPrompt + Response Writing (SFT)

Completed an AI development program covering data engineering and privacy-oriented modeling practices. Conducted data pre-processing, visualization, and model selection/training and evaluation as part of the curriculum. Applied GDPR and privacy-by-design concepts during model development. • Performed data pre-processing and visualization • Worked on AI model selection, training and evaluation • Covered differential privacy and anonymisation • Deployed models on web applications

2020 - 2021

Huggingface AI Developer

TextFine-tuning

Provided AI model training focused on legal-oriented NLP and Computer Vision tasks. Worked on preparing and deploying ML models as part of agile product delivery. Supported evaluation and iteration of model performance for downstream applications. • Trained AI models for NLP and Computer Vision • Used MLFlow for model training lifecycle • Supported agile project management as Product Owner • Developed and maintained application components for deployment

2020 - 2021

Education

Work History