Verum L.

Key Skills

Software

Other

Top Subject Matter

AI legal content evaluation

Cross-Border M&A, Legal Due Diligence, Regulatory compliance Corporate Governance

Regulatory framework evaluation and Multi-Jurisdictional Law

Top Data Types

Document

Text

Top Task Types

Question Answering

Text Summarization

Evaluation/Rating

Prompt + Response Writing (SFT)

Transcription

Text Generation

Freelancer Overview

General Counsel in Contract Review, Compliance, and Legal Research. Brings 12+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master of Laws, University of Dundee (2026) and Bachelor of Laws, Ibn Khaldun University. AI-training focus includes data types such as Document and labeling workflows including Evaluation and Rating.

Labeling Experience

Founder & Group General Counsel | PT Write Life Group — Directed Verum Intelligence (AI-powered legal research) quality standards and evaluation criteria (2025 – Present)

OtherDocument

Led domain-expert evaluation of AI legal research outputs to establish legal content quality standards and evaluation criteria. Assessed accuracy and compliance of legal reasoning across common law, civil law, and GCC frameworks. Ensured outputs were appropriate for multi-jurisdictional use cases by checking for ambiguity and jurisdictional misapplication.• Evaluated AI-generated legal research content for reasoning quality.• Reviewed documentation structures and legal drafting accuracy for consistency.• Checked jurisdictional applicability against GCC/APAC/EMEA contexts.• Advised on quality rubric criteria for AI legal evaluation.

2025 - Present

Strategic Expert Consultant | GLG & BTG Expert Networks (April 2023 – April 2026)

OtherDocument

Provided expert advisory to evaluate regulatory frameworks, legal risk, and transaction structures for institutional investors and PE firms globally. Applied legal reasoning to assess applicability and compliance implications relevant to cross-border deals. Delivered structured evaluations that could be used as reference standards for rating or scoring legal assessments.• Assessed legal risk and regulatory alignment of transaction structures.• Evaluated compliance implications across jurisdictions.• Provided expert reasoning for institutional decision support.• Supported quality review style expert validation of legal frameworks.

2023 - 2026

Education

Work History