Freelancer

Key Skills

Software

Other

Top Subject Matter

US/UK common law legal texts

Contract Drafting & Negotiation

and AI training compliance

Top Data Types

Document

Text

Top Task Types

Data Collection

Freelancer Overview

Legal Research & Data Compliance Specialist (Freelance) - LLM prompt evaluation and legal data labeling. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Laws, N/A (2028). AI-training focus includes data types such as Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Legal Research & Data Compliance Specialist (Freelance) - LLM prompt evaluation and legal data labeling

OtherDocument

Provided data labeling and LLM evaluation for legal texts to support AI training datasets. Assessed AI-generated responses for legal accuracy, structural logic, and relevance against project guidelines. Enhanced machine learning readiness by parsing and categorizing contract templates and ensuring consistent terminology.• Executed high-fidelity labeling of legal text segments.• Parsed and categorized complex contract templates for dataset improvement.• Evaluated LLM prompts and outputs for compliance-oriented correctness.• Established baseline comparative legal research outputs to ground labeling decisions.

2025 - Present

Legal Intern, Data Compliance Team - compliance auditing to inform AI training/data handling

OtherDocument

Worked in a data compliance context by reviewing and auditing regulatory documents to identify requirements that would guide AI/data labeling. Mapped emerging technology compliance frameworks to international privacy standards and synthesized compliance needs for legal stakeholders. While not explicitly labeled as annotation, the role directly supported compliance-aligned dataset and labeling guideline formation for legal/tech use cases.• Analyzed cross-border data protection policies to find overlaps and gaps relevant to labeled data governance.• Evaluated tech compliance frameworks against international data privacy standards.• Audited corporate data governance documentation for regulatory alignment.• Produced actionable compliance summaries for senior counsel to inform downstream AI training practices.

2025 - 2025

Legal Associate (Paralegal), Compliance Team - document cleanup and compliance checks supporting AI-ready legal data

OtherDocumentData Collection

Performed legal auditing and citation verification while applying structural text cleanup to prepare consistent legal documents suitable for downstream AI training and labeling. Verified citations across internal and external legal repositories to maintain dataset reliability and traceability. Supported continuous compliance protocol updates by helping track regulatory changes affecting how legal data is interpreted and formatted.• Conducted comprehensive compliance checks for corporate clients.• Executed citation verification to ensure accuracy of referenced legal authorities.• Performed structural cleanup on legal documents to standardize formatting and clarity.• Supported monitoring of regulatory updates and adaptation of compliance protocols.

2024 - 2024

Education

Work History