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Hire Dr. Ramiz A.

Azerbaijan

USD 100 /hr

AI & Intelligent Decision Systems Architect | Applied Mathematics Professor | Scientific Consultant

Profile Summary

I provide independent scientific consulting in AI-based decision systems alongside my academic work. As a Professor of Applied Mathematics, I design intelligent decision architectures that integrate artificial intelligence with soft computing and advanced mathematical modeling for complex and data-intensive environments. My expertise includes machine learning, neural networks, fuzzy logic, and intelligent decision support systems, with applications in pharmaceutical analytics, healthcare systems, and data-driven business environments. Through academic research and international peer-review activity, I contribute to the development and validation of robust AI systems that bridge theoretical depth with practical implementation across research and industry domains.

Subject Matter Expertise

• ★ Applied Mathematics
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Fuzzy Logic
• ☆ Mathematical Models
• ☆ Decision Science
• ☆ Risk Assessment & Actuarial Science

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Market Research, Meta-Research, Feasibility Study, Gap Analysis, Scientific and Technical Research

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Processing

Work Experience

Azerbaijan State Oil and Industry University

- Present

Education

PhD in Applied Mathematics and Decision Support Systems

Azerbaijan State University of Oil and Industry - Azerbaijan

January 1987 - December 1991

Certifications

• Professor

  Odlar Yurdun University

  January 2016 - Present

Publications

BOOK CHAPTER

Tarlan Abdullayev, Ramiz Alekperov, Rahib Imamguluyev, Vuqar Salahlı (2026). Development of the Architecture of an Intelligent Decision-Making System for Managing Commercial Enterprises .

Alekperov Ramiz Balashirin, Sufanzade Tural Togrul, Rena Mikayilova (2025). Detection of Anomalies in the Energy Consumption System by Soft-Computing Methods .

Alekperov Ramiz Balashirin, Rena Mikayilova, Lala Suleymanova (2025). The Role of Artificial Intelligence in the Pharmaceutical Supply Chain .

Alekperov Ramiz Balashirin, Sufanzade Tural Togrul (2024). Detecting Anomalies in Data Using Z-numbers .

Afandiyev Sadig Gahraman, Huseyn Azer Sadreddin, Alekperov Ramiz Balashirin, Ismayilov Khalil Abbas, Aliyev Vusal Sajaddin (2024). Managing Factors for Sustainable Development in the Processing Industry: A Comparative Analysis of Growth Models .

Ramiz Alekperov, Rena Mikayilova, Shafiga Shukurova (2024). An Approach to Assessing the Level of Development of Enterprises in Order to Introduce Convergent Technologies Based on Z-Numbers .

Alekperov Ramiz Balashirin (2023). Correction to: The Use of Z-numbers to Assess the Level of Motivation of Employees, Taking into Account Non-formalized Motivational Factors .

Alekperov Ramiz Balashirin (2023). The Use of Fuzzy Numbers for the Rational Choice of the Structure of the Distribution Channel of Goods .

Alekperov Ramiz Balashirin (2023). The Use of Z-numbers to Assess the Level of Motivation of Employees, Taking into Account Non-formalized Motivational Factors .

Alekperov Ramiz, Salahli Vuqar (2022). Assessment of the Effectiveness of Marketing Activities of Commercial Enterprises Using the Theory of Fuzzy Sets .

Rena Mikayilova, Ramiz Alekperov (2022). Determination of the Level of Development of Commodity Markets by Segmentation of Economic Regions Based on the Theory of Fuzzy Sets .

Ramiz Alekperov (2022). Development and Implementation of an Algorithm for Processing Fuzzy Queries to Relational Databases .

Rena Mikayilova, Ramiz Alekperov(2022). Method for Diagnostics and Selection of the Type of Market Structure of Commodity Markets Based on Fuzzy Set Theory . 732--740Springer International Publishing

Alekperov Ramiz (2022). The Method of Ranking Business Processes on Weaknesses Based on the Theory of Fuzzy Sets .

Ramiz Alekperov (2022). Using Fuzzy Z - Numbers When Processing Flexible Queries .

Veliyev, Ahmed, Abdullayev, Tarlan, Alekperov, Ramiz, Salahli, Vuqar (2021). Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory .

Oglu, Alekperov Ramiz Balashirin, Kizi, Isgandarova Ilhama Tarlan (2020). A Method for Forecasting the Demand for Pharmaceutical Products in a Distributed Pharmacy Network Based on an Integrated Approach Using Fuzzy Logic and Neural Networks .

Oglu, Alekperov Ramiz Balashirin, Oglu, Salahli Vuqar Mamadali (2020). Estimation of Potential Locations of Trade Objects on the Basis of Fuzzy Set Theory .

Balashirin, Alekperov Ramiz, Akbar, Ibrahimova Kyonul (2018). Neural Network Modeling and Estimation of the Effectiveness of the Financing Policy Impact on the Socio-Economic Development of the Socio-Educational System .

Balashirin, Alekperov Ramiz, Tarlan, Iskenderli Ilhama (2018). Application of Neural Networks for Segmentation of Catering Services Market Within the Overall System of Consumer Market on the Model of Restaurant Business with the Aim to Advance the Efficiency of Marketing Policy .

CONFERENCE PAPER

Abdullayev, T., Alekperov, R., Imamguluyev, R., Salahlı, V.(2026). Development of the Architecture of an Intelligent Decision-Making System for Managing Commercial Enterprises . Lecture Notes in Networks and Systems. 1622 LNNS. p. 80-88.

Balashirin, A.R., Togrul, S.T., Mikayilova, R.(2025). Detection of Anomalies in the Energy Consumption System by Soft-Computing Methods . Lecture Notes in Networks and Systems. 1530 LNNS. p. 791-798.

Balashirin, A.R., Mikayilova, R., Suleymanova, L.(2025). The Role of Artificial Intelligence in the Pharmaceutical Supply Chain . Lecture Notes in Networks and Systems. 1531 LNNS. p. 465-473.

Alekperov, R., Mikayilova, R., Shukurova, S.(2024). An Approach to Assessing the Level of Development of Enterprises in Order to Introduce Convergent Technologies Based on Z-Numbers . Lecture Notes in Networks and Systems. 1141 LNNS. p. 299-306.

Balashirin, A.R., Togrul, S.T.(2024). Detecting Anomalies in Data Using Z-numbers . Lecture Notes in Networks and Systems. 1089 LNNS. p. 99-106.

Gahraman, A.S., Sadreddin, H.A., Balashirin, A.R., Abbas, I.K., Sajaddin, A.V.(2024). Managing Factors for Sustainable Development in the Processing Industry: A Comparative Analysis of Growth Models . Lecture Notes in Networks and Systems. 1252 LNNS. p. 61-67.

Balashirin, A.R.(2023). The Use of Fuzzy Numbers for the Rational Choice of the Structure of the Distribution Channel of Goods . Lecture Notes in Networks and Systems. 610 LNNS. p. 626-633.

Balashirin, A.R.(2023). The Use of Z-numbers to Assess the Level of Motivation of Employees, Taking into Account Non-formalized Motivational Factors . Lecture Notes in Networks and Systems. 758 LNNS. p. 354-362.

Ramiz, A., Vuqar, S.(2022). Assessment of the Effectiveness of Marketing Activities of Commercial Enterprises Using the Theory of Fuzzy Sets . Lecture Notes in Networks and Systems. 504 LNNS. p. 135-141.

Ramiz, A.(2022). The Method of Ranking Business Processes on Weaknesses Based on the Theory of Fuzzy Sets . Lecture Notes in Networks and Systems. 504 LNNS. p. 128-134.

Oglu, A.R.B., Kizi, I.I.T.(2021). A Method for Forecasting the Demand for Pharmaceutical Products in a Distributed Pharmacy Network Based on an Integrated Approach Using Fuzzy Logic and Neural Networks . Advances in Intelligent Systems and Computing. 1197 AISC. p. 998-1007.

Oglu, A.R.B., Oglu, S.V.M.(2021). Estimation of Potential Locations of Trade Objects on the Basis of Fuzzy Set Theory . Advances in Intelligent Systems and Computing. 1197 AISC. p. 228-237.

Balashirin, A.R., Tarlan, I.I.(2019). Application of neural networks for segmentation of catering services market within the overall system of consumer market on the model of restaurant business with the aim to advance the efficiency of marketing policy . Advances in Intelligent Systems and Computing. 896. p. 905-913.

Balashirin, A.R., Akbar, I.K.(2019). Neural network modeling and estimation of the effectiveness of the financing policy impact on the socio-economic development of the socio-educational system . Advances in Intelligent Systems and Computing. 896. p. 754-759.

Kilic, K., Abdullayev, T., Alakbarov, R., Kilic, N.(2016). Processing of Fuzzy Queries and Software Implementation to a Relational Database of Wholesale and Retail Commercial Enterprises . Procedia Computer Science. 102. p. 490-494.

JOURNAL ARTICLE

Ramiz Alekperov, Vugar Salahli, Rahib Imamguluyev (2025). Decision Making Under Uncertainty: A Z-Number-Based Regret Principle . Mathematics.

Ramiz Alekperov, Vugar Salahli, Rahib Imamguluyev (2025). Decision Making Under Uncertainty: A Z-Number-Based Regret Principle . Mathematics.

Alekperov, R., Salahli, V., Imamguluyev, R.(2025). Decision Making Under Uncertainty: A Z-Number-Based Regret Principle . Mathematics. 13. (22).

Alekperov Ramiz Balashirin, Sufanzade Tural Togrul, Rena Mikayilova (2025). Detection of Anomalies in the Energy Consumption System by Soft-Computing Methods . Lecture Notes in Networks and Systems.

Alekperov Ramiz Balashirin, Rena Mikayilova, Lala Suleymanova (2025). The Role of Artificial Intelligence in the Pharmaceutical Supply Chain . Lecture Notes in Networks and Systems.

Alekperov, R., Mikayilova, R., Shukurova, S. (2024). An Approach to Assessing the Level of Development of Enterprises in Order to Introduce Convergent Technologies Based on Z-Numbers . International Conference on Applications of Fuzzy Systems, Soft Computing and Artificial Intelligence Tools - ICAFS-. Lecture Notes in Networks and Systems (1141).

Balashirin, Alekperov Ramiz, Togrul, Sufanzade Tural (2024). Detecting Anomalies in Data Using Z-numbers . Lecture Notes in Networks and Systems.

Gahraman, A.S., Sadreddin, H.A., Balashirin, A.R., Abbas, I.K., Sajaddin, A.V. (2024). Managing Factors for Sustainable Development in the Processing Industry: A Comparative Analysis of Growth Models . International Conference on Smart Environment and Green Technologies - ICSEGT2024. Lecture Notes in Networks and Systems (1252).

Alekperov Ramiz Balashirin (2023). Correction to: The Use of Z-numbers to Assess the Level of Motivation of Employees, Taking into Account Non-formalized Motivational Factors . Lecture Notes in Networks and Systems.

Alekperov Ramiz Balashirin (2023). The Use of Fuzzy Numbers for the Rational Choice of the Structure of the Distribution Channel of Goods . Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation.

Balashirin, A.R. (2023). The Use of Z-numbers to Assess the Level of Motivation of Employees, Taking into Account Non-formalized Motivational Factors . Intelligent and Fuzzy Systems: Intelligence and Sustainable Future Proceedings of the INFUS Conference. Lecture Notes in Networks and Systems (758).

Ramiz, Alekperov, Vuqar, Salahli (2022). Assessment of the Effectiveness of Marketing Activities of Commercial Enterprises Using the Theory of Fuzzy Sets . Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation.

Mikayilova, R., Alekperov, R. (2022). Determination of the Level of Development of Commodity Markets by Segmentation of Economic Regions Based on the Theory of Fuzzy Sets . Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation: Proceedings of the INFUS Conference. Lecture Notes in Networks and Systems (307).

Mikayilova, R., Alekperov, R. (2022). Method for diagnostics and selection of the type of market structure of commodity markets based on fuzzy set theory . International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions and Artificial Intelligence - ICSCCW-. Lecture Notes in Networks and Systems (362).

Ramiz, Alekperov (2022). The Method of Ranking Business Processes on Weaknesses Based on the Theory of Fuzzy Sets . Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation.

Alekperov, Ramiz (2022). Using Fuzzy Z - Numbers When Processing Flexible Queries . Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation.

Alekperov, Ramiz(2021). Solution of a Multi-criteria Problem of Choosing the Location of Retail Outlet Using Z-numbers . IOSR Journal of Computer Engineering. Volume 23. p. 43-47.

Ramiz Alekperov(2021). Comprehensive Application of the Theory of Fuzzy Logic and Neural Networks to Predict the Demand for Drugs . Acta Scientific Medical Sciences. 5. (6). p. 74--82. Acta Scientific Publications Pvt. Ltd.

Veliyev, A., Abdullayev, T., Alekperov, R., Salahli, V. (2021). Solution of the retail marketing problem of rational choice of the location of trade enterprises using the method of hierarchy analysis and fuzzy set theory . International Conference on Theory and Application of Fuzzy Systems and Soft Computing - ICAFS-. Advances in Intelligent Systems and Computing (AISC 1306).

Oglu, A.R.B., Oglu, S.V.M. (2021). Estimation of Potential Locations of Trade Objects on the Basis of Fuzzy Set Theory . Intelligent and Fuzzy Techniques: Smart and Innovative Solutions. Proceedings of the INFUS Conference. Advances in Intelligent Systems and Computing (AISC 1197).

Oglu, A.R.B., Kizi, I.I.T. (2021). A Method for Forecasting the Demand for Pharmaceutical Products in a Distributed Pharmacy Network Based on an Integrated Approach Using Fuzzy Logic and Neural Networks . Intelligent and Fuzzy Techniques: Smart and Innovative Solutions. Proceedings of the INFUS Conference. Advances in Intelligent Systems and Computing (AISC 1197).

Ramiz Alekperov (2021). Comprehensive Application of the Theory of Fuzzy Logic and Neural Networks to Predict the Demand for Drugs . Acta Scientific Medical Sciences (ASMS).

Balashirin, Alekperov Ramiz, Akbar, Ibrahimova Kyonul (2019). Neural Network Modeling and Estimation of the Effectiveness of the Financing Policy Impact on the Socio-Economic Development of the Socio-Educational System . Advances in Soft Computing.

Balashirin, Alekperov Ramiz, Tarlan, Iskenderli Ilhama (2019). Application of Neural Networks for Segmentation of Catering Services Market Within the Overall System of Consumer Market on the Model of Restaurant Business with the Aim to Advance the Efficiency of Marketing Policy . Advances in Soft Computing.

Gurbanov, RA, Aliev, AY, Medjidov, GN, Kerimov, KS, Gasanov, RA, Alekperov, RB (2002). Improvement of operational parameters of sub-surface work-over equipment . Neftyanoe Khozyaistvo - Oil Industry.

Gurbanov, R.A., Aliev, A.Y., Medjidov, G.N.., Kerimov, K.S., Gasanov, R.A., Alekperov, R.B.(2002). Improvement of operational parameters of sub-surface work-over equipment . Neftyanoe khozyaystvo - Oil Industry. (3). p. 70.

Gurbanov, R.A., Aliev, A.Y., Medjidov, G.N.., Kerimov, K.S., Gasanov, R.A., Alekperov, R.B.(2002). Improvement of operational parameters of sub-surface work-over equipment . Neftyanoe khozyaystvo - Oil Industry. (3). p. 70.

Gurbanov, R.A., Aliev, A.Y., Medjidov, G.N.., Kerimov, K.S., Gasanov, R.A., Alekperov, R.B.(2002). Improvement of operational parameters of sub-surface work-over equipment . Neftyanoe khozyaystvo - Oil Industry. (3). p. 70.

PREPRINT

Ramiz Alekperov, Vugar Salahli, Rahib İmamguliyev (2025). Decision Making Under Uncertainty: A Z-Number Based Regret Principle .

BOOK

Mikayilova, R., Alekperov, R.(2022). Determination of the Level of Development of Commodity Markets by Segmentation of Economic Regions Based on the Theory of Fuzzy Sets . Lecture Notes in Networks and Systems. 307. p. 121-128.

Mikayilova, R., Alekperov, R.(2022). Determination of the Level of Development of Commodity Markets by Segmentation of Economic Regions Based on the Theory of Fuzzy Sets . Lecture Notes in Networks and Systems. 307. p. 121-128.

Mikayilova, R., Alekperov, R.(2022). Determination of the Level of Development of Commodity Markets by Segmentation of Economic Regions Based on the Theory of Fuzzy Sets . Lecture Notes in Networks and Systems. 307. p. 121-128.

Alekperov, R.(2022). Development and Implementation of an Algorithm for Processing Fuzzy Queries to Relational Databases . Lecture Notes in Networks and Systems. 307. p. 892-900.

Alekperov, R.(2022). Development and Implementation of an Algorithm for Processing Fuzzy Queries to Relational Databases . Lecture Notes in Networks and Systems. 307. p. 892-900.

Alekperov, R.(2022). Development and Implementation of an Algorithm for Processing Fuzzy Queries to Relational Databases . Lecture Notes in Networks and Systems. 307. p. 892-900.

Mikayilova, R., Alekperov, R.(2022). Method for Diagnostics and Selection of the Type of Market Structure of Commodity Markets Based on Fuzzy Set Theory . Lecture Notes in Networks and Systems. 362 LNNS. p. 732-740.

Mikayilova, R., Alekperov, R.(2022). Method for Diagnostics and Selection of the Type of Market Structure of Commodity Markets Based on Fuzzy Set Theory . Lecture Notes in Networks and Systems. 362 LNNS. p. 732-740.

Mikayilova, R., Alekperov, R.(2022). Method for Diagnostics and Selection of the Type of Market Structure of Commodity Markets Based on Fuzzy Set Theory . Lecture Notes in Networks and Systems. 362 LNNS. p. 732-740.

Alekperov, R.(2022). Using Fuzzy Z - Numbers When Processing Flexible Queries . Lecture Notes in Networks and Systems. 504 LNNS. p. 435-444.

Alekperov, R.(2022). Using Fuzzy Z - Numbers When Processing Flexible Queries . Lecture Notes in Networks and Systems. 504 LNNS. p. 435-444.

Alekperov, R.(2022). Using Fuzzy Z - Numbers When Processing Flexible Queries . Lecture Notes in Networks and Systems. 504 LNNS. p. 435-444.

Veliyev, A., Abdullayev, T., Alekperov, R., Salahli, V.(2021). Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory . Advances in Intelligent Systems and Computing. 1306. p. 71-79.

Veliyev, A., Abdullayev, T., Alekperov, R., Salahli, V.(2021). Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory . Advances in Intelligent Systems and Computing. 1306. p. 71-79.

Veliyev, A., Abdullayev, T., Alekperov, R., Salahli, V.(2021). Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory . Advances in Intelligent Systems and Computing. 1306. p. 71-79.

OTHER

Ahmed Veliyev, Tarlan Abdullayev, Ramiz Alekperov, Vuqar Salahli(2021). Solution of the Retail Marketing Problem of Rational Choice of the Location of Trade Enterprises Using the Method of Hierarchy Analysis and Fuzzy Set Theory . Advances in Intelligent Systems and Computing. p. 71--79. Springer International Publishing

Alekperov Ramiz Balashirin Oglu, Salahli Vuqar Mamadali Oglu(2020). Estimation of Potential Locations of Trade Objects on the Basis of Fuzzy Set Theory . Advances in Intelligent Systems and Computing. p. 228--237. Springer International Publishing

Alekperov Ramiz Balashirin Oglu, Isgandarova Ilhama Tarlan Kizi(2020). A Method for Forecasting the Demand for Pharmaceutical Products in a Distributed Pharmacy Network Based on an Integrated Approach Using Fuzzy Logic and Neural Networks . Advances in Intelligent Systems and Computing. p. 998--1007. Springer International Publishing

WORKING PAPER

Decision Making Under Uncertainty: A Z-Number Based Regret Principle .