Uduak J.

Key Skills

Software

No software listed

Top Subject Matter

Legal AI

contract intelligence

compliance automation

Top Data Types

Text

Document

Top Task Types

Classification

RLHF

Text Summarization

Freelancer Overview

I have experience supporting AI-assisted legal review and training-data projects involving contract analysis, document classification, risk identification, redlining evaluation, and legal data annotation. My work has included reviewing commercial agreements, identifying key legal clauses, assessing compliance risks, and helping structure legal information in a clear and consistent format for AI-related workflows. With over 9 years of legal experience in corporate and commercial law, I bring strong analytical skills, attention to detail, and the ability to interpret complex legal language accurately. What sets me apart is my combination of legal expertise and adaptability to AI-driven environments. I understand both the legal and operational importance of high-quality training data, especially in areas such as SaaS agreements, compliance reviews, privacy considerations, and contract lifecycle management. I am highly organized, able to follow detailed annotation guidelines, and skilled at producing accurate, consistent outputs under tight deadlines while maintaining confidentiality and quality standards.

Labeling Experience

Legal Lead & Company Secretary – AI-Related Legal Annotation

TextClassification

Served as Legal Lead, leveraging deep legal expertise to perform systematic analysis of lengthy legal contracts for annotation-related tasks. Applied structured frameworks and critical reading skills to identify risk clauses and compliance issues, closely mirroring annotation pipelines and policy evaluation for legal AI. Developed standard operating procedures for digital workflows, ensuring consistency and accuracy in high-volume document processing. • Reviewed and classified large volumes of legal documents for contract intelligence or compliance AI. • Applied ISO standards and regulatory codes to label ambiguous or high-risk content. • Delivered detailed feedback on legal text for error detection and quality assurance in annotation outputs. • Maintained rapid output under strict deadlines, reflecting skills in annotation QA.

2023 - Present

Legal & Compliance Administrator – Annotation Quality/Compliance Lead

TextClassification

Oversaw legal document review and supervised quality assurance for junior colleagues in annotation-aligned tasks. Focused on large-scale contract processing with structured evaluation of content for downstream annotation projects. Conducted compliance audits, contributing to data validation and quality calibration within annotation processes. • Managed team document review and accuracy for annotation-relevant workflows. • Led quality calibration akin to annotation QA/supervisor roles. • Processed and labeled contracts, NDAs, and regulatory filings by strict protocols. • Provided structured feedback for legal AI content labeling.

2022 - 2023

Legal & HR Advisor – RLHF and Legal Annotation Specialist

TextRLHF

Delivered legal analysis and reasoned judgments directly supporting RLHF (Reinforcement Learning from Human Feedback) and preference annotation for legal AI model outputs. Evaluated ambiguous scenarios with due diligence, labeling information for trustworthiness and intent as required in AI feedback tasks. Offered nuanced feedback on model-generated legal text for preference ranking and QA. • Assessed model outputs and legal content for RLHF preference annotation. • Conducted information accuracy labeling for AI feedback loops. • Provided expert legal reasoning for rating or ranking model responses. • Executed due diligence tasks similar to structured annotation and verification processes.

2019 - 2022

Legal Associate – Legal Data Annotation for Model Training

TextText Summarization

Drafted and reviewed a wide variety of commercial agreements to provide reference-quality summaries for legal automation and annotation. Contributed domain expertise in preparing training data for legal AI and contract chatbots. Evaluated and condensed contract content to annotated key points and summaries per project standards. • Prepared high-quality legal text summaries for annotation datasets. • Provided commercial law expertise to annotate agreements and legal scenarios. • Delivered structured, concise content for contract intelligence training. • Supported LegalTech NLP tasks with annotation-aligned documentation.

2016 - 2019

Junior Counsel – Court Case Summarization/Legal Annotation

TextText Summarization

Created analytical summaries of Supreme Court and Appeal Court cases to build high-quality reference datasets for AI model evaluation and legal research automation. Compiled in-depth narrative content supporting fine-tuning of NLP models in the legal domain. Delivered consistent, structured legal annotations for use in supervised training or evaluation pipelines. • Generated expert-level case law summaries for annotation sets. • Supported supervised model training with well-edited legal text. • Applied annotation guidelines to curate court opinions and outcomes. • Ensured clarity and completeness in legal content for AI QA tasks.

2014 - 2015

Education

Work History