Denzel W.

Key Skills

Software

Other

Top Subject Matter

LLM/NLP dataset quality assurance and annotation review

Document/specification review and structured record keeping for projects

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Data Collection

Freelancer Overview

LLM Data Annotator / Reviewer – Crowdgen (Remote). Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Google Sheets. Education includes Bachelor of Science, Egerton University (2021). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

LLM Data Annotator / Reviewer – Crowdgen (Remote)

OtherText

Served as an LLM data annotator and reviewer by validating complex datasets against strict annotation guidelines. Ensured outputs met 100% compliance with the project’s quality standards through careful rule application and error detection. Contributed to improving annotation reliability by resolving discrepancies with global team members.• Reviewed and validated dataset records for guideline adherence.• Applied structured workflows to balance speed and accuracy in high-volume tasks.• Interpreted rules and contracts to support consistent labeling decisions.• Collaborated with distributed stakeholders to identify and fix inconsistencies.

2025 - Present

Digital Content Creator, Transcriptionist & Administrative Support (Freelance)

DocumentData Collection

Performed contract and specification review work while managing client order and project documentation. Maintained accurate records by verifying requirements and capturing structured information for multiple clients. Supported quality and reporting through consistent, error-free data entry and tracker maintenance.• Reviewed contracts and specifications for construction and agricultural projects.• Managed order, invoice, and documentation details with accuracy.• Built and maintained Excel/Google Sheets trackers for timelines, materials, and costs.• Delivered reliable data entry and reporting outputs for multiple clients.

2023 - 2025

Education

Work History