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Ayaan Asif

Ayaan Asif

AI Content Evaluator (Medical SME) | Outlier (Remote)

UNITED_KINGDOM flag
Stockholm, United Kingdom
$50.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Medical/Healthcare AI
Genetics & Life Sciences
Pharmaceutical & Regulatory Compliance

Top Data Types

TextText
Medical DicomMedical Dicom
ImageImage

Top Task Types

RLHF
Bounding Box
Text Generation
Question Answering
Transcription
Evaluation Rating

Freelancer Overview

As an advanced life science expert with a First Class MSci in Genetics and current MBBS medical training, I provide a unique blend of clinical insight and technical precision to AI training data. My background includes contributing to specialized medical LLM projects, where I performed Reinforcement Learning from Human Feedback (RLHF) to ensure model outputs aligned with medical consensus and rigorous safety standards. This experience is grounded in a career-long commitment to accuracy, from coordinating high-stakes communications at Pfizer Ltd. to maintaining detailed laboratory documentation and regulatory compliance. What sets me apart is my ability to apply structured reasoning to complex, regulated-domain data. Having completed clinical placements in primary and secondary care—including Anaesthetics—I bring "real-world" clinical logic to the evaluation of medical diagnostics and pharmacology outputs. I am proficient in fact-checking complex STEM content, identifying hallucinations, and performing granular rating and ranking tasks. My experience navigating strict Standard Operating Procedures in the pharmaceutical industry ensures that I deliver high-signal data that meets the exacting requirements of frontier AI models.

Entry LevelEnglishSwedishUrdu

Labeling Experience

AI Content Evaluator (Medical SME) | Outlier (Remote)

OtherTextRLHF
As an AI Content Evaluator (Medical SME) at Outlier, I contributed to specialized medical LLM projects, centering on the validation and improvement of AI-generated clinical content. I performed expert review and Reinforcement Learning from Human Feedback (RLHF) to ensure model outputs adhered to medical consensus and safety standards. The experience required meticulous evaluation skills and a deep understanding of clinical reasoning and scientific accuracy. • Focused on accuracy, safety, and regulatory adherence in medical AI outputs. • Provided expert medical feedback for training advanced language models. • Evaluated AI-generated text for hallucinations and factual consistency. • Worked remotely as a subject matter expert for healthcare AI applications.

As an AI Content Evaluator (Medical SME) at Outlier, I contributed to specialized medical LLM projects, centering on the validation and improvement of AI-generated clinical content. I performed expert review and Reinforcement Learning from Human Feedback (RLHF) to ensure model outputs adhered to medical consensus and safety standards. The experience required meticulous evaluation skills and a deep understanding of clinical reasoning and scientific accuracy. • Focused on accuracy, safety, and regulatory adherence in medical AI outputs. • Provided expert medical feedback for training advanced language models. • Evaluated AI-generated text for hallucinations and factual consistency. • Worked remotely as a subject matter expert for healthcare AI applications.

Not specified

Education

U

University of Aberdeen

Master of Science, Genetics

Master of Science
2018 - 2023
S

Swansea University Medical School

Bachelor of Medicine, Bachelor of Surgery, Medicine

Bachelor of Medicine, Bachelor of Surgery
2025

Work History

O

Outlier (Remote)

AI Content Evaluator (Medical SME)

Swansea
2025 - Present
I

International Schools

Teaching Assistant & Substitute Teacher

Stockholm
2023 - Present