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Benito Wuver

Data Analyst in Contract Review, Compliance, and Legal Research

United Kingdom flagLondon, United Kingdom
$35.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

DocumentDocument
TextText

Top Task Types

Question Answering
Text Summarization
Data Collection
Classification

Freelancer Overview

Data Analyst in Contract Review, Compliance, and Legal Research. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Master of Science, University of Westminster (2022) and Bachelor of Science, BlueCrest University College (2019).

IntermediateEnglish

Labeling Experience

Legal Entity Extraction

TextEntity Ner Classification
Extracted and labeled 2,500+ entities from 300+ legal documents: party names, dates, dollar amounts, and jurisdictions. Standardized inconsistent formats into a single schema.

Extracted and labeled 2,500+ entities from 300+ legal documents: party names, dates, dollar amounts, and jurisdictions. Standardized inconsistent formats into a single schema.

2021 - 2022

Annotation Quality Assurance and Guideline Refinement

TextClassification
Audited 1,000+ previously labeled contract clauses for consistency against a 20-page annotation guideline. Flagged and corrected false positives/negatives, documented recurring error patterns, and calculated inter-annotator agreement scores. Created a "frequent errors" training memo used to re-train 5 junior reviewers. Maintained an ambiguity log for clauses that didn't fit existing categories and proposed new label definitions. Project size: 1,000+ audit points across 200+ documents.

Audited 1,000+ previously labeled contract clauses for consistency against a 20-page annotation guideline. Flagged and corrected false positives/negatives, documented recurring error patterns, and calculated inter-annotator agreement scores. Created a "frequent errors" training memo used to re-train 5 junior reviewers. Maintained an ambiguity log for clauses that didn't fit existing categories and proposed new label definitions. Project size: 1,000+ audit points across 200+ documents.

2021 - 2021

Regulatory Compliance Flagging

TextClassification
Reviewed 700+ financial agreements. Applied yes/no labels to identify compliance triggers (change of control, default provisions, auto-renewal). Added severity ratings (High/Medium/Low).

Reviewed 700+ financial agreements. Applied yes/no labels to identify compliance triggers (change of control, default provisions, auto-renewal). Added severity ratings (High/Medium/Low).

2020 - 2020

Education

U

University of Westminster

Master of Science, International Business and Management

Master of Science
2021 - 2022
B

BlueCrest University College

Bachelor of Science, Business Administration – Banking and Finance

Bachelor of Science
2015 - 2019

Work History

P

Palm Avenue Healthcare Limited

Data Analyst

London
2023 - Present
A

Almond Media Limited

Business Analyst

London
2022 - 2023