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Muhammad A.

Veterinarian (Small Animal Practice) — The Pets Hospital, Islamabad (AI training data relevance via biomedical annotatio

Pakistan flagIslamabad, Pakistan

Key Skills

Software

Axiom AI
ClickworkerClickworker

Top Subject Matter

Biomedical Domain Expertise
veterinary medicine
laboratory diagnostics

Top Data Types

TextText

Top Task Types

RLHFRLHF

Freelancer Overview

Veterinarian (Small Animal Practice) — The Pets Hospital, Islamabad (AI training data relevance via biomedical annotatio. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Doctor of Veterinary Medicine, PMAS Arid Agriculture University (2022) and North American Veterinary Licensing Examination, N/A (2024). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Veterinarian (Small Animal Practice) — The Pets Hospital, Islamabad (AI training data relevance via biomedical annotation and evaluation)

TextTextRLHFRLHF

Veterinarian role supporting biomedical AI training through producing domain-accurate clinical assessments that can be converted into high-quality training examples for medical AI models. The work includes generating structured documentation and evaluating diagnostics in ways that map to RLHF rubrics for factuality, safety, and clinical protocol adherence. Experience is reinforced by hands-on lab and imaging knowledge used to verify medical content quality. • Producing structured clinical assessments and documentation suitable for SFT/RLHF data preparation • Applying quality criteria to judge factual accuracy, hallucinations, and unsafe claims in medical content • Using clinical protocols and detailed rubrics as a basis for annotation guideline compliance • Translating technical biomedical guidance into clear, assessable language for response grading

2022 - Present

Education

N

N/A

North American Veterinary Licensing Examination, Veterinary Medical Licensing Examination

North American Veterinary Licensing Examination
2024 - 2024
N

N/A

Basic and Clinical Sciences Examination, Basic and Clinical Sciences

Basic and Clinical Sciences Examination
2023 - 2023

Work History

T

The Pets Hospital

Veterinarian (Small Animal Practice)

Islamabad
2022 - Present