プロフィール詳細

プロジェクトを作成

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Dr. Saleem R.に依頼

Jordan

PhD Research Consultant & Scientific Advisor | DOE/RSM | Data Analytics | ML | Optimization

プロフィール概要

I am a PhD-qualified Research Consultant and Scientific Advisor with over 15 years of academic, research, and applied analytics experience. My expertise spans experimental design (DOE, RSM, Taguchi methods), advanced statistical modeling, machine learning, optimization, and data-driven decision-making across healthcare, industrial engineering, and manufacturing systems. I have authored more than 30 peer-reviewed journal publications and led multidisciplinary research projects focused on predictive analytics, operational optimization, quality improvement, and intelligent system design. My work includes developing machine learning models for medical imaging, predictive modeling for hospital operations, optimization of manufacturing and logistics systems, and advanced experimental design for process and product optimization. I provide end-to-end research consulting services including experiment planning, statistical analysis, ML model development, optimization modeling, and scientific writing support. I regularly assist researchers, PhD and MSc students, startups, and R&D teams in transforming complex data into actionable insights and high-impact publications. My consulting approach emphasizes scientific rigor, practical relevance, and clarity of communication, ensuring robust methodology, reliable results, and measurable performance improvement.

専門分野

• ☆ Industrial Engineering
• ☆ Data Analysis
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Mathematical Optimization
• ☆ Python
• ☆ Tableau
• ☆ Business Intelligence

サービス

• Research

Research Meta-Research, Scientific and Technical Research, Systematic Literature Review

職務経験

Chair, Department of Industrial Engineering

Al Hussein Technical University

10月 2023 - 現在

学歴

Systems Engineering

Ohio University

2月 2008 - 2月 2011

認定資格

• Microsoft Certified: Power BI Data Analyst Associate

  Microsoft

  7月 2025 - 7月 2026

• Project Management Professional

  Project Management Institute

  1月 2019 - 1月 2021

• Certified Analytics Professional

  INFORMS

  1月 2018 - 1月 2021

• Certified Supply Chain Professional

  APICS

  1月 2017 - 1月 2020

出版物

JOURNAL ARTICLE

Saleem Ramadan, Mohammad Abu-Shams, Sameer Al-Dahidi, Ibrahim Odeh, Najat Almasarwah (2025). A data-driven approach for predicting remaining intra-surgical time and enhancing operating room efficiency . Journal of Industrial Engineering and Management.

Saleem Ramadan, Qutaiba Altwarah, Mohammad Abu-Shams, Duha Alkurdi (2024). Optimizing tensile strength and energy consumption for FDM through Mixed-Integer Nonlinear Multi-objective optimization and design of experiments . Heliyon.

Ramadan, Saleem, Altwarah, Qutaiba, Abu-Shams, Mohammad, Alkurdi, Duha (2024). Optimizing tensile strength and energy consumption for FDM through Mixed-Integer Nonlinear Multi-objective optimization and design of experiments . Heliyon.

Ramadan, Saleem, Al-Dahidi, Sameer, Rashed, Mohammad, Abu-Shams, Mohammad, Mellal, Mohamed Arezki, Alrbai, Mohammad, Zio, Enrico (2024). A novel approach for remaining useful life prediction of high-reliability equipment based on long short-term memory and multi-head self-attention mechanism . Quality and Reliability Engineering International.

Saleem Ramadan, Najat Almasarwah, Esraa Abdelall, Gursel Suer, Gokhan Egilmez, Manjeet Singh (2023). Pallet loading optimization considering storage time and relative humidity . Journal of Industrial Engineering and Management.

Ramadan, Saleem, Almasarwah, Najat, Abdelall, Esraa, Suer, Gursel, Egilmez, Gokhan, Singh, Manjeet (2023). Pallet Loading Optimization Considering Storage Time and Relative Humidity . Journal of Industrial Engineering and Management.

Ramadan, Saleem Zeyad, Almasarwah, Najat, Abdelall, Esraa S., Suer, Gursel A., Albashabsheh, Nibal T. (2023). An Accurate and Robust Genetic Algorithm to Minimize the Total Tardiness in Parallel Machine Scheduling Problems . Management and Production Engineering Review.

Ramadan, Saleem, Abu-Shams, Mohammad, Al-Dahidi, Sameer, Abdallah, Abdallah (2022). Scheduling Large-Size Identical Parallel Machines with Single Server Using a Novel Heuristic-Guided Genetic Algorithm (DAS/GA) Approach . Processes.

Abu Sharar, Ahmed Adnan, Ramadan, Saleem Z., Hussein-Al-Ali, Samer Hasan (2021). Multiobjective optimization of fluphenazine nanocomposite formulation using NSGA-II method . Materials Science-Poland.

Saleem Z. Ramadan, Maria E. Fantacci (2020). Using Convolutional Neural Network with Cheat Sheet and Data Augmentation to Detect Breast Cancer in Mammograms . Computational and Mathematical Methods in Medicine.

Saleem Z. Ramadan, Mahmoud El-Banna(2020). Breast Cancer Diagnosis in Digital Mammography Images Using Automatic Detection for the Region of Interest . Current Medical Imaging Formerly Current Medical Imaging Reviews. 16. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 902--912. Bentham Science Publishers Ltd.

Saleem Z. Ramadan (2020). Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review . Journal of Healthcare Engineering.

Ramadan, Saleem Z. (2020). Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review . Journal of Healthcare Engineering.

Ramadan, Saleem Z. (2020). Using Convolutional Neural Network with Cheat Sheet and Data Augmentation to Detect Breast Cancer in Mammograms . Computational and Mathematical Methods in Medicine.

Ramadan, Saleem Z., El-Banna, Mahmoud (2020). Breast Cancer Diagnosis in Digital Mammography Images Using Automatic Detection for the Region of Interest . Current Medical Imaging.

Saleem Z. Ramadan(2018). Joint X- and S2 Control Charts Optimal Design Using Genetic Algorithm . Mathematical Problems in Engineering. 2018. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--10. Hindawi Limited

Ramadan, Saleem Z. (2018). Joint (<i>X</i>)over-bar and <i>S</i><SUP>2</SUP> Control Charts Optimal Design Using Genetic Algorithm . Mathematical Problems in Engineering.

Ramadan, Saleem Z. (2016). A NOTE ON PLANNING THE SIMPLE STEP-STRESS ACCELERATED LIFE TEST UNDER BAYESIAN METHOD AND TYPE-I RIGHT CENSORING . Advances and Applications in Statistics.

Ramadan, Saleem Z. (2016). AN EFFICIENT METHOD FOR GLOBAL OPTIMIZATION OF BLACK-BOX FUNCTIONS USING ONE-DIMENSIONAL INTERPOLATION AND REDUCED DESIGN SPACE . Advances and Applications in Statistics.

Ramadan, S. Z., Zaid, Adnan I. O. (2016). Prediction of the fatigue life distribution for aluminum through its mechanical characteristics . IOP Conference Series: Materials Science and Engineering.

Ramadan, Saleem Z. (2016). SAMPLING TARGET DISTRIBUTIONS BASED ON SUPPORT ALTERATION AND DISCRETIZATION . Advances and Applications in Statistics.

Yuan, Tao, Liu, Xi, Ramadan, Saleem Z., Kuo, Yue (2014). Bayesian Analysis for Accelerated Life Tests Using a Dirichlet Process Weibull Mixture Model . IEEE Transactions on Reliability.

Muslih, Iyad M., Mansour, Mohammad A., Ramadan, Saleem Z. (2011). Using Artificial Neural Network for Predicting Impurity Concentration in Solid Diffusion Process under Insufficient Input Parameters . Advances in Mechanical Engineering.

Yuan, Tao, Ramadan, Saleem Z., Bae, Suk Joo (2011). Yield Prediction for Integrated Circuits Manufacturing Through Hierarchical Bayesian Modeling of Spatial Defects . IEEE Transactions on Reliability.

Ramadan, Saleem, Jadwisienczak, Wojciech M., Thomas, Tiju, Spencer, Michael G., Garces, Nelson Y., Glaser, Evan R., Wisniewski, Krzysztof (2009). Luminescence and Excitation Mechanisms of Eu-Doped GaN Phosphors . Materials Research Society Symposium - Proceedings.

Ramadan, Saleem, Ebdah, Mohammad A., Jadwisienczak, Wojciech M., Kordesch, Martin E., Morkoc, Hadis, Anders, Andre (2009). Studies of III-Nitride Superlattice Structures Implanted With Lanthanide Ions . Materials Research Society Symposium - Proceedings.