SUMMARY
An Operations Research (OR) and Data Analyst with 15+ years of experience in data analytics, Strategy management, Productivity, and software development. Proven ability to perform tasks such as quantitative models, Mathematical and Statistic approaches, predictive and descriptive methods, Machine Learning, developing algorithms for finding patterns in big data and meta-heuristics algorithms.
Linear programming, mixed-integer modeling, and specialist in PYTHON programming, GAMS and AIMMS platforms, Database designing, SQL Server, Oracle DB, Power BI, XML, Excel, and CMS web developing tools (WordPress).
Project manager position in a consulting company to get more productivity in various industries such as Transportation, Energy, Health care, Banking and etc.
Having strong communication, leadership, and technical background. I am self-motivated, flexible, dynamic, willing to learn new technologies and understand businesses and be helpful to the rest of the team.
· M.Sc. in Industrial Engineering (System Management and Productivity), Department of Industrial Eng., Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran
· B.Sc. in Applied Mathematic Department of Mathematics, Sistan & Baloochestan University, Zahedan, Iran
TECHNICAL SKILLS
· Optimization, Operations Research applications, LP, MIP modeling
· Data Mining, Data cleansing, Discover patterns in big data, Descriptive and predictive models
· Machine Learning Algorithms, Ensemble Learning methods
· Statistics and Probability Analysis
· Meta heuristic methods (Genetic, Neural network, etc.)
· Multi Criteria Decision making Techniques (MCDM)
· Supply Chain Management (SCM), Transportation and Logistic optimization
· Location and Allocation problems
· System Analysis and Modeling
· Efficiency and productivity, Data Envelopment Analysis (DEA), Malmquist
· Strategic Management, Balanced Score Card (BSC), KPIs
· Data Visualization tools
TEACHING EXPERIENCE
· Modeling Software GAMS, Elementary and Advance level, K.N.Toosi University of Technology, 2018
· Optimization and Linear Programming, Oil National Company, 2015
· Optimization and Modeling Software’s AIMMS and GAMS, Oil National Company, 2014
· Html, Asp and Web Programming, High Education Center of Enghelab Eslami, tvct1.ac.ir, Spring & Fall 2010
· Internet Basis, High Education Center of Enghelab Eslami, tvct1.ac.ir, Spring & Fall 2010
SOFTWARE SKILLS
· Optimization software’s AIMMS (Expert)
· GAMS optimization software (Expert)
· Python – Data Analysis (Expert)
· Data Bases: Oracle, MS SQL Server, MS Access (Expert in SQL Server)
· Power BI
· Programming Languages: Delphi, JavaScript
· CMS and web site building: WordPress
· Operation Systems: Windows, LINUX
· General Software: Microsoft Office (Access, Word, Excel, Power point)
· Project Control: MS Project
AFFILIATIONS/MEMBERSHIPS
· Member of Iranian Consulting Group, Sep 2012 – present
· Member of the Iranian Operations Research Society, Nov 2012 – present
Licenses & Certificates
ü Advance topics in Data Mining using Python, 35 hours, FAD Institute, Tehran, 2022
ü Data Mining using Python, 40 hours, FAD Institute, Tehran, 2021
ü Strategic Management, 48 hours, URS institute, Tehran, Iran, Dec 2006
ü Oracle Data base Administration, 40 hours, Sematac institute (sematic-co.com), Tehran, Iran, Oct 2007
ü Linux Operation System, 50 hours, Sematac institute (sematic-co.com), Tehran, Iran, Oct 2007
ü Information Technology, 106 hours, Training and Research Faculty of Central Bank of Iran (mbri.ac.ir), Tehran, Iran, Nov 2008
ü Top Management, 48 hours, Training and Research Faculty of Central Bank of Iran (mbri.ac.ir), Tehran, Iran, Nov 2008
ü Banking Training period, 78 hours, Ghavamin Bank, Tehran, Iran, Apr 2008
Journal Papers
“Transportation and Distribution Management in Downstream Oil Industry”
By MirHassani, S. Ali; Nikbakht, A.,
International journal of applied management science.–
https://econpapers.repec.org/scripts/search.pf?ft=Nikbakht
“The Relation Between Technical Efficiency and Ranking the Branches of Commercial Banks Using the Data Envelopment Analysis (DEA)”
By A. Nikbakht, Abdali, Doosti,
Iranian Quarterly Journal of Economic Researches and Policies
, Vol. 16, No. 47, autumn 2008.
“E-Banking Services, Risk Management and its New Problems”
By A. Nikbakht, Doosti, A. Ameri,
Monthly journal of economic issue and policies, Vol 7, Nos 71, 72 Oct-Nov 2007, Vice Ministry for Economic Affairs, Ministry of Economic Affairs and Finance, Tehran, Iran.
Conference Papers
“Optimization of Oil Products in Internal Distribution Network”,
By A. Nikbakht, S. A. Mirhassani, M. Khalili: The first International Conference of Operations Research for Optimal Decision Making in Oil, Gas, Petrochemical and Refining and Distribution Industries, Tehran, Iran, Apr 2014.
“Optimization and path finding in product distribution by genetic algorithm in ISACO Company”
By A. Nikbakht, khalili, Mansoorzadeh, Proceeding: The first Annual International Operations Research Conference, Kish, Iran, 2007.
“Optimization of Oil Products in Internal Distribution Network”,
By A. Nikbakht, S. A. Mirhassani, M. Khalili: The first International Conference of Operations Research for Optimal Decision Making in Oil, Gas, Petrochemical and Refining and Distribution Industries, Tehran, Iran, Apr 2014.
“A new algorithm for improving the solving time of DEA models in the case of massive data”
By A. Nikbakht, Proceeding: the 38th Annual International Mathematics Conference, Zanjan, Iran, Sep 2007.
“Application of Analytic Network Process (ANP) in the SWOT technique: a case study”
By A. Nikbakht, A. Afrazeh: the 2th International Operations Research Conference, Mazandaran, Iran, Sep 2009.
PROJECT EXPERIENCES
Participated in more than 50 important and large-scale projects in fields of Operations research applications, Optimization, Supply chain management, Transportation, Allocation, Productivity, Efficiency, Data mining and related areas. some of these projects are mentioned as follow:
Description Achievement | Strategy Design and Implementation in NLD Tax service (CA, USA) 2021 Improving performance and competitiveness in the market by Design and Implementaion of marketing and sales strategies overall performance and competitiveness in the market improved significantly |
Description: Achievement: Technology: | Forecasting Customer Economic Behavior in NLD Tax service (CA, USA) 2021 Collecting and analyzing data on customer demographics, purchase history, website interactions, and social media activity Identify patterns and trends in customer behavior Machine learning models, Python, Prediction, Time Series |
Responsibility: Company: Technology: | Customer classification in Bank of Melli (bmi.ir), 2021 Data Analyst Behin Gostar Giti company of Operations Research Clustering and classification algorithms, Neural Networks, Python, Sqlserver |
Responsibility: Company: Technology: | Allocation problem in ITRAK co. (Iran test & research center for auto parts and components) (2021) Data Analyst Behin Gostar Giti company of Operations Research Mathematical modeling, Genetic Algorithm, Python, Sqlserver |
Responsibility: Company: Technology: | Efficiency, Productivity Evaluation in over than ten Banks and Financial Institutes (2015-2021) Project manager Behin Gostar Giti company of Operations Research DEA(Data envelopment Analysis), Malmquist, Total Factor Productivity Sql Server 2016, ASP.net |
Responsibility: Company: | Evaluating technical efficiency in “Branches of Insurance service companies” (2018-2019) Project manager, Development of OR Model, System Architect, Data base Designer Behin Gostar Giti company of Operations Research |
Responsibility: Company: Technology: | Oil Movement Planning system in Iran Oil National Company (2006-2009) Cost Minimization of Oil Product Transportation Development of OR Model, System Architect, Data base Designer, Manager of R&D (in Refinery and Oil Depots Developing) Behin Cara International Institute of Operations Research Linear, Mixed Integer Programming, Transport Model AIMMS 3.7, SQL Server, Delphi, C# |
Responsibility: Company: Technology: | Optimization of liquid gas transportation system project in Iran Oil National Company (2015) Development of OR Model, System Architect, Data base Designer Personal Contract Linear, Mixed Integer Programming, Transport Model AIMMS 3.7, SQL Server 2008, Delphi, C# |
Responsibility: Company: Technology: | Performance Evaluating and Productivity in Gas National Company (2005-2006) Development of OR Model (DEA, Data Envelopment Analysis) Data base Designer, AIMMS Developer Behin Cara International Institute of Operations Research Linear Programming, AHP, DEA AIMMS 3.4, SQL Server, Borland Delphi 7, ASP.NET |
Responsibility: Company: Technology: | Strategy Designer (2007) Strategy Design and Implement and controlling Finance and Credit Institute of Ghavamin SWOT Technique, Data Mining, Statistic MS Project, SQL server, Python, Excel
|
Responsibility: Company: Technology: | Performance Evaluating in Bank Branches (2005-2007) Data base Designer, Aimms Developer, Development DEA Models, System Architect Finance and Credit Institute of Ghavamin and Iran Agricultural Bank DEA, AHP, Group Decision Making, AIMMS, GAMS, Sql Server 2000, Delphi |
Responsibility: Company: Technology: | Performance Evaluating and Productivity in Iran Power Ministry. Tehran Electricity Company (2004-2005) System Architect, AIMMS Developer Behin Cara International Institute of Operations Research MCDM, DEA, Python, Oracle, Borland Delphi 7 |
Responsibility: Company: Technology: | University and High School scheduling Design and Implement Time Tabling Model Douran Data Processing Company Binary Modeling, Genetic Algorithm, Solver CPLEX 7.0, Delphi |
