Mohammad Nouyed
Postdoctoral Research Fellow at West Virginia University
Morgantown, West Virginia, United States
Summary
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Senior🎓
Top SchoolMohammad Nouyed is a postdoctoral researcher specializing in AI safety and clinical evaluation, with a decade of experience applying frontier LLMs and multimodal foundation models to real-world healthcare problems. His work at WVU probes failure modes such as chatbot sycophancy, prompt framing effects on diagnostic accuracy, and comparative benchmarks of general-purpose versus domain-specific models for medical imaging, with publications in npj Digital Medicine and IEEE venues. His PhD developed scalable methods for gigapixel histopathology classification addressing class imbalance and model trustworthiness, and earlier biometric quality work was approved for DHS testing—evidence of impact beyond academia. Skilled in Python, PyTorch, Hugging Face, OpenAI/Gemini APIs and pathology toolkits like OpenSlide and QuPath, he seeks research faculty or scientist roles in clinical AI evaluation and safety. A U.S. permanent resident based in Morgantown, he combines deep technical rigor with applied evaluation studies that bridge diagnostics, ethics, and deployment.
10 years of coding experience
11 years of employment as a software developer
Master of Science (M.Sc.) Computer Science, Master of Science (M.Sc.) Computer Science at Indpendent University BangladeshDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at West Virginia UniversityBachelor of Science (B.Sc.) Computer Science, Bachelor of Science (B.Sc.) Computer Science at Independent University bangladesh
English
Stackoverflow
85reputation
13kreached
2answers
3questions
Github Skills (26)
face-recognition9
face-detection8
caffe7
machine-learning7
facenet7
deep-learning7
computer-vision7
panels6
neural-network6
sed6
tensorflow6
matconvnet6
linux6
training-data6
dataframe6
Programming languages (7)
Github contributions (5)
iqbalnaved/improving_biometric_quality
Jul 2017 - Jul 2017
Contributions:3 commits, 2 pushes, 1 branch in 1 day
iqbalnaved/dr-classification-study
Mar 2026 - May 2026
Contributions:7 pushes in 2 months
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