Mohammad Nouyed
Postdoctoral Research Fellow at WVU RESEARCH CORPORATION
Morgantown, West Virginia, United States
Summary
👤
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
16 years of employment as a software developer
Master of Science (M.Sc.), Computer Science, 3.89, Master of Science (M.Sc.), Computer Science, 3.89 at Indpendent University BangladeshDoctor of Philosophy - PhD, Computer Science, 3.71, Doctor of Philosophy - PhD, Computer Science, 3.71 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 (36)
face-detection8
face-recognition8
face8
pose7
matconvnet7
facenet7
computer-vision7
panels6
neural-network6
deep-learning6
sed6
machine-learning6
linux6
training-data6
dataframe6
Programming languages (5)
Github contributions (5)
iqbalnaved/improving_biometric_quality
Jul 2017 - Jul 2017
Contributions:3 commits, 2 pushes, 1 branch in 1 day
iqbalnaved/Gabor_Phase_Project
Jul 2017 - Jul 2017
Contributions:8 pushes, 1 branch in 1 day
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