Andy H.

Key Skills

Software

Other

Top Subject Matter

Healthcare - Medical Communications

Healthcare - Medical Records & Patient Data

Top Data Types

Text

Top Task Types

Text Generation

Question Answering

Text Summarization

Transcription

Data Collection

Freelancer Overview

I have experience supporting AI training and data labeling projects across healthcare, scientific, and content-focused environments, with a strong emphasis on accuracy, consistency, and attention to detail. My work has included reviewing and annotating text, evaluating AI-generated outputs for quality and relevance, organizing structured datasets, and helping refine content used for machine learning and NLP applications. Because of my medical and scientific background, I’m especially comfortable working with complex terminology, technical documentation, and highly regulated subject matter where precision is critical. What sets me apart is my ability to combine analytical thinking with clear communication and real-world domain expertise. I have experience working cross-functionally with medical, marketing, and content teams, which has strengthened my ability to follow detailed guidelines while also identifying inconsistencies or opportunities for improvement. I’m highly adaptable, learn new tools and workflows quickly, and take pride in producing reliable, high-quality work in fast-paced remote environments.

Labeling Experience

Medical Executive and Consultant

TextText Generation

Reviewed and annotated healthcare and scientific content to improve AI-generated response accuracy, consistency, and medical terminology alignment. Evaluated AI-generated text outputs for quality, factual accuracy, tone, and compliance with project guidelines in medical and marketing-related workflows. Assisted with NLP training data projects involving categorization, tagging, and quality control of clinical and healthcare-related datasets. Performed content validation and annotation for customer-facing educational materials, ensuring clarity, accuracy, and structured formatting. Supported AI training initiatives by identifying inconsistencies, correcting labeling errors, and maintaining high annotation accuracy across large datasets.

2025 - Present

Education

Work History