Freelancer

AI Evaluation & Quality: Response Quality Assessment, Hallucination Detection, Human-in-the-Loop Review, Prompt Evaluation, Data Annotation.  Domain & Regulatory Expertise: Clinical Healthcare, Evidence Validation, HIPAA Compliance, Risk Assessment, Patient/Client Communication.  Data & Methodology: Systematic Reviews & Meta-Analyses, Rubric-Based Scoring, Quality Reporting, Root-Cause Analysis, R Programming, REDCap.

Austin, Usa

Key Skills

Software

No software listed

Top Subject Matter

AI Evaluation & Quality: Response Quality Assessment

Hallucination Detection

Human-in-the-Loop Review

Prompt Evaluation

Data Annotation.

Top Data Types

Text

Document

Image

Top Task Types

Relationship

Transcription

Data Collection

Prompt + Response Writing (SFT)

Diagnosis

Text Summarization

Freelancer Overview

AI Quality & Evaluation Analyst candidate with physician-level healthcare expertise and formal training in evaluating AI applications in clinical settings. Highly experienced in assessing the accuracy, completeness, safety, and evidence quality of complex data within high-risk, regulated environments. Backed by a rigorous background in systematic reviews (27+ peer-reviewed publications, 280+ citations), bringing deep expertise in applying detailed guidelines, validating responses against ground truth, and translating technical medical data into structured evaluation frameworks. Proven ability to communicate reasoning clearly, triage feedback, and collaborate cross-functionally to ensure compliance and quality.

Education

Bachelor of Medicine Bachelor of Surgery, China Medical University

Not specified

Work History

Company not specified

Medical Officer | Apoorva Multispeciality Hospital | Aug 2021 – Feb 2025  Evaluated complex clinical information, struc

Location not specified

Not specified