Hayley Ruddy - Freelance Scientific AI Evaluator (Confidential under NDA)

Key Skills

Software

No software listed

Top Subject Matter

AI Evaluation

Language Models

Multilingual Language Data

Top Data Types

Text

Audio

Document

Image

Top Task Types

Segmentation

Freelancer Overview

Freelance Scientific AI Evaluator (Confidential under NDA). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and 3D Slicer. Education includes Doctor of Philosophy, USF Health Morsani College of Medicine (2022) and Master of Science, USF Health Morsani College of Medicine (2022). AI-training focus includes data types such as Text, Medical, and DICOM and labeling workflows including Evaluation, Rating, and Segmentation.

Expert

Labeling Experience

Senior Quality Reviewer, Scientific and Technical Projects (Confidential under NDA)

Text

Conducted second-pass quality review and calibration for technical deliverables involving biomedical, chemical, and medical terminology tasks. Calibrated outputs against client rubrics to enhance scientific accuracy and terminology consistency in AI model evaluation workflows. Escalated high-risk outputs and supported reviewer calibration through issue documentation and recommendations. • Reviewed and provided feedback on scientific logic, terminology, and guideline adherence. • Documented recurring errors and supported quality process improvements. • Enhanced reviewer alignment through feedback and documentation practices. • Focused on ensuring precision and adherence to sector standards in medical and scientific outputs.

2023 - Present

Freelance Scientific AI Evaluator (Confidential under NDA)

Text

Evaluated and annotated AI-generated scientific and medical responses for factual accuracy, scientific reasoning, and terminology precision. Supported comparative response review, rubric-based quality assurance, and prompt evaluation within specialized biomedical and research domains. Identified model errors such as hallucinations, unsupported claims, and ambiguity in scientific and health-related outputs. • Performed structured response evaluation using detailed rubrics and domain-specific criteria. • Provided evidence-based feedback utilizing peer-reviewed literature and technical documentation. • Flagged and categorized scientific inconsistencies and safety concerns in AI outputs. • Supported quality improvement through structured error categorization and remote collaboration.

2022 - Present

Medical Imaging and 3D Analysis Associate, Tampa General Hospital (TGH Imaging)

Segmentation

Utilized 3D Slicer and DICOM workflows for medical image visualization, segmentation support, and anatomical region review in research-oriented imaging analysis. Supported CT/MRI image review, ROI labeling, and structure labeling within anatomy-focused and biomedical projects. Organized DICOM image sets and contributed to technical review and quality assurance in medical image annotation. • Performed segmentation and ROI labeling using advanced tools and workflows. • Assisted with anatomical structure labeling and documentation in clinical and research settings. • Supported data organization and ensured accuracy of biomedical imaging annotations. • Contributed to workflow documentation and quality-focused imaging analysis.

2022 - 2025

Education

U

USF Health Morsani College of Medicine

Master of Science, Medical Sciences

Master of Science

2021 - 2022

U

University of South Florida

Bachelor of Science, Chemistry and Biomedical Sciences

Bachelor of Science

2016 - 2020

Work History

T

Tampa General Hospital

Medical Imaging and 3D Analysis Associate

Tampa

2022 - 2025

C

Clinical Research of West Florida

Clinical Research Coordinator, Imaging and Translational Sciences

Tampa

2019 - 2022