Shaheen Pouya
Postdoctoral Fellow at Auburn University | Probability & Entropy Modeling | AI & PHM for Predictive Maintenance | Reliability Engineering & Electronics Packaging
- Role
- Research Scientist (Failure Analysis and Reliability) at Auburn University Industrial And Systems Engineering
- Location
- Auburn, AL, US
- LinkedIn followers
- 500 followers
About Shaheen Pouya
Ph.D. in Industrial Engineering with 10+ years of multidisciplinary experience spanning…
Experience
Research Scientist (Failure Analysis and Reliability)
Auburn University Industrial And Systems Engineering
Jan 2023 — Present · Auburn, AL, US
Built SQL-integrated pipelines for real-time test data acquisition, preprocessing, and deep learning–based predictive failure analysis.• Developed a novel Maximum Entropy–based statistical reliability model, introducing a new method to interpret reliability data, reducing model bias, and improving predictive accuracy by 15% especially with limited data.
Education
University of Vaasa
Master of Economics Business Administration (M.B.A.), Industrial Management
University of Guilan
Construction engineering
Auburn University
Doctor of Philosophy - PhD, Industrial Engineering
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