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Contributing scientific and medical expertise to AI training, response evaluation, and quality review.

I’m Abdullah. A doctor and founder working across clinical AI, research, and peer review.
Medicine is the starting point.
A medical doctor with a simple belief: better care starts with better questions.My work lives where clinical experience meets technology. I’m interested in what happens when we give people better ways to practice, think, and discover.

Pilots have simulators.
Doctors should, too.
Curans gives medical students a safe place to practice clinical reasoning and patient conversations before they treat real patients.
Ask questions. Explore the history. Practice the human side of medicine.
A closer look at Curans.
Real screens. Virtual patients.

Clinical scenarios across specialties, ready for a new attempt.
Different roles.
The same commitment to useful, careful work.
I bring medical knowledge and STEM expertise to AI training and evaluation, including writing, reviewing, and assessing model responses.
Contributing scientific and medical expertise to AI training, response evaluation, and quality review.
Independent contractor contributing medical writing and review work for AI projects.
Independent contractor applying a clinical perspective to medical AI writing and review.
Some questions become studies.
Others become the next thing I build.
Clinical knowledge gives the question context.
Research gives the answer something to stand on.
Alongside my own research, I serve as a peer reviewer for scientific journals. It is another way to contribute to the quality of clinical research.
WORLD BUSINESS CHICAGO
Chicago, USA
The next chapter.
I’m a medical doctor from Jordan and the founder of Curans. Working across medicine and technology has taught me to start with the people behind the problem.
I work as an AI trainer and medical expert. I also review scientific manuscripts and lead Curans as its founder and CEO. Across these roles, I care about clear reasoning and useful work.