Samuel E.

Key Skills

Software

Other

Top Subject Matter

Healthcare and medical-scientific text for AI/NLP labeling

Medical imaging and healthcare computer vision training data

Top Data Types

Text

Image

Top Task Types

Bounding Box

Freelancer Overview

AI Data Labeling Specialist (Medical Student) - Text Annotation & QA. Core strengths include Other. Education includes Bachelor of Medicine, Bachelor of Surgery, N/A. AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Entity (NER) and Bounding Box.

Labeling Experience

AI Data Labeling Specialist (Medical Student) - Image/BBox Annotation

OtherBounding Box

Applying computer vision labeling capabilities to healthcare-relevant imagery for training object detection models. Tasks emphasize bounding box annotation and careful review to maintain label precision. The goal is to improve model performance using medically grounded attention to detail. • Creating bounding box annotations for visual targets • Ensuring labeling accuracy through review/validation steps • Supporting dataset preparation for computer vision training • Applying medical/scientific knowledge to interpret visual evidence

2026 - Present

AI Data Labeling Specialist (Medical Student) - Text Annotation & QA

OtherText

Medical student applying AI data labeling skills to text-based healthcare and general-knowledge datasets. Focus includes text annotation, classification, and quality checks to ensure labels are accurate and consistent. This work supports downstream NLP model improvement in healthcare and broad AI applications. • Annotating and classifying NLP dataset text inputs • Performing quality assurance and validation of labeled data • Supporting instruction-following and prompt evaluation for LLM content • Contributing RLHF-style feedback data for model alignment

2026 - Present

Education

Work History