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Aliya Sattar

Aliya Sattar

Medical Subject Matter Expert (SME) & AI Training Specialist| RLHF, Medical Prompting & Safety Analysis| Senior Medical AI Evaluator – Clinical Accuracy & Model Alignment

PAKISTAN flag
Toba Tek Singh, Pakistan
$50.00/hrExpertMindriftLabelboxMercor

Key Skills

Software

MindriftMindrift
LabelboxLabelbox
MercorMercor
Micro1
TolokaToloka
Snorkel AISnorkel AI
Scale AIScale AI
TelusTelus
SuperAnnotateSuperAnnotate

Top Subject Matter

Healthcare & Clinical Medicine
AI Safety, Ethics & Medical Risk Analysis
Medical Content Evaluation & Fact-Checking

Top Data Types

TextText
DocumentDocument
ImageImage

Top Label Types

RLHF
Text Generation
Text Summarization
Transcription
Prompt Response Writing SFT
Red Teaming
Evaluation Rating
Question Answering
Fine Tuning
Classification

Freelancer Overview

General Duty Medical Officer. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Medicine and Bachelor of Surgery, National University of Medical Sciences (2022) and Bachelor of Science, Punjab University (2023).

ExpertPunjabiUrduEnglish

Labeling Experience

AI Safety & Red Teaming Specialist (Medical Domain)

TextRed Teaming
Conducted "Red Teaming" and adversarial testing on medical AI models to identify safety risks. Evaluated responses for harmful medical advice, hallucinations, and violations of ethical boundaries. Worked to ensure the model correctly identifies when it should refer a user to a human professional rather than providing a diagnosis.

Conducted "Red Teaming" and adversarial testing on medical AI models to identify safety risks. Evaluated responses for harmful medical advice, hallucinations, and violations of ethical boundaries. Worked to ensure the model correctly identifies when it should refer a user to a human professional rather than providing a diagnosis.

2025 - 2025

Senior Medical AI Content Evaluator (RLHF)

TextEvaluation Rating
Focused on Reinforcement Learning from Human Feedback (RLHF) to improve the clinical reasoning of Large Language Models. I analyzed and rated model responses based on medical accuracy, professional tone, and adherence to evidence-based guidelines (e.g., ICD-10, DSM-5). This involved identifying subtle clinical errors that generalist raters might miss.

Focused on Reinforcement Learning from Human Feedback (RLHF) to improve the clinical reasoning of Large Language Models. I analyzed and rated model responses based on medical accuracy, professional tone, and adherence to evidence-based guidelines (e.g., ICD-10, DSM-5). This involved identifying subtle clinical errors that generalist raters might miss.

2024 - 2024

Medical Fact-Checker & Grounding SME

TextEvaluation Rating
Performed rigorous fact-checking on AI-generated medical summaries and research abstracts. Verified claims against peer-reviewed journals and established medical databases to ensure 100% grounding. Rated model outputs for "truthfulness" versus "hallucination" in high-stakes medical contexts.

Performed rigorous fact-checking on AI-generated medical summaries and research abstracts. Verified claims against peer-reviewed journals and established medical databases to ensure 100% grounding. Rated model outputs for "truthfulness" versus "hallucination" in high-stakes medical contexts.

2023 - 2023

Education

P

Punjab University

Bachelor of Science, Science

Bachelor of Science
2023 - 2023
A

Army Medical College

Bachelor of Medicine and Bachelor of Surgery, Medicine and Surgery

Bachelor of Medicine and Bachelor of Surgery
2017 - 2022

Work History

S

Salford Royal NHS Foundation Trust

Clinical Attachment, Trauma & Orthopaedics

Manchester
2025 - 2025
R

Rameen Medical Complex

General Duty Medical Officer

Toba Tek Singh
2024 - 2025