Lionnel Agbor

Key Skills

Software

Mercor

Other

Top Subject Matter

Medical/administrative Domain Expertise

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Document

Text

Top Task Types

Classification

Freelancer Overview

Medical Administrative Assistant, Secretary and Office Clerk (Independent Contractor). Brings 14+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Mercor and Other. Education includes Associate Degree, Trustech Higher Institute of Professional Management and Technology and Certified Office Administrator, American Certification Institute (2021). AI-training focus includes data types such as Document and labeling workflows including Classification.

Labeling Experience

Medical Administrative Assistant (Independent Contractor)

OtherDocumentClassification

Provided medical administrative expertise to AI training efforts as an independent contractor. Labeled and categorized administrative and medical text/data for a top AI research lab. Participated in providing feedback to refine model performance and outputs.• Labeled and classified administrative documents. • Verified data relevance for training datasets. • Supported iterative model improvements through feedback. • Leveraged online annotation tools for document processing.

Provided medical administrative expertise to AI training efforts as an independent contractor. Labeled and categorized administrative and medical text/data for a top AI research lab. Participated in providing feedback to refine model performance and outputs.• Labeled and classified administrative documents. • Verified data relevance for training datasets. • Supported iterative model improvements through feedback. • Leveraged online annotation tools for document processing.

2026 - 2026

Medical Administrative Assistant, Secretary and Office Clerk (Independent Contractor)

MercorDocumentClassification

Worked as a Medical Administrative Assistant, secretary, and office clerk contributing domain expertise to improve AI models. Provided annotations and evaluations on medical documents and administrative workflows for a leading AI lab. Ensured data quality and relevance for AI training datasets.• Annotated various types of administrative and medical documents. • Participated in classification tasks to streamline model training. • Supported fine-tuning of AI by verifying data accuracy. • Collaborated virtually using AI labeling software tools.

Worked as a Medical Administrative Assistant, secretary, and office clerk contributing domain expertise to improve AI models. Provided annotations and evaluations on medical documents and administrative workflows for a leading AI lab. Ensured data quality and relevance for AI training datasets.• Annotated various types of administrative and medical documents. • Participated in classification tasks to streamline model training. • Supported fine-tuning of AI by verifying data accuracy. • Collaborated virtually using AI labeling software tools.

2025 - 2026

Education

Work History