AmirReza Tajally (known as A.R.T) is currently a Master of Industrial Engineering (I.E) at university of tehran with strong background in Data-Driven optimization & machine learning and has more than 6 years experience in the instructing of data science in best universities of iran.He was the teacher assistant from the second semester in mathematic courses at undergraduate level. He began professional teaching from 6th semester at various universities from Tehran such as Sharif university of technology and amirkabir university of technology (tehran polytechnic). In 6th semester, he became PhD teacher assistant & after 3 months he graduated with bachelor’s degree in High grade from university.
In the same year (2017), he began his business activities and implemented Data-Driven tools and techniques for organizational problem-solving in different fields such as Automotive industries (Saipa Group) and healthcare systems.
He also continued his academic activity in the master’s degree and after about two years, he graduated from university of tehran (top 1% among graduate students) .
M.Sc. in Industrial Engineering – University of Tehran – Sep.2018 – 2021
Dissertation: An optimization of machine learning algorithms in a multi-objective cognitive problem with a data-driven decision making approach (Supervisor: Dr. Ali Bozorgi Amiri, Advisor: Prof. Reza Tavakkoli Moghaddam) – GPA: 3.89/4.00
B.Sc. in Industrial Engineering – North Tehran Branch – Islamic Azad University – Sept.2013 – Sep.2017
Dissertation: Forecasting the Stock Market Pattern Using Perceptron Multilayer Artificial Neural Network (Supervisor: Dr. Hamid Esmaeeli – Grade: 20.00/20.00)
Converted Overall GPA: 3.73/4.00 | Converted Major GPA: 3.85/4.00 | 155 Credits in 7 Semesters
Diploma in Mathematics & Physics Discipline – Mobtakeran High School, Tehran – 2009 – Sept.2012
GPA: 19.09/20.00
Optimization │ Data Analytics│ Data Mining│ Machine Learning│ Business Intelligence│ Business Analytics│ Big Data Analytics│ Practical Big Data in Customer Relationship Management│ Data-Driven Optimization & Decision Making │ Cloud Development │ Marketing Predictive & Customer Behaviour Analytics│ Total Quality Management│ Management Information Systems│ Knowledge Management │ Statistical Learning
Operation Research I – 4.0/4.0 – 1st Rank
Operation Research II – 4.0/4.0 – 1st Rank
Total Quality Management – 4.0/4.0 – 1st Rank
Feasibility Studies – 4.0/4.0 – 1st Rank
Management Information System – 4.0/4.0 – 1st Rank
Integer Programming – 4.0/4.0 – 1st Rank
Plant Layout Design – 4.0/4.0 – 1st Rank
Entrepreneurship – 4.0/4.0 – 1st Rank
Advanced Simulation ,4.0/4.0 – 1st Rank
Systems Analysis , 4.0/4.0 – 2nd Rank
Inventory Control I , 4.0/4.0 – 1st Rank
Inventory Control II , 4.0/4.0 – 1st Rank
Principles of Marketing , 4.0/4.0 – 1st Rank
Statistical Quality Control , 4.0/4.0 – 1st Rank
Metaheuristic Algorithms , 4.0/4.0 – 1st Rank
Multi Criteria Decision Making , 4.0/4.0 – 1st Rank
Data Mining and Machine Learning Tools : Rapid Miner, Python, R
Confident in Use Of Machine Learning & Data Analysis Libraries In Python Such As: Pandas, Scipy, Ploty, Numpy, Scikit-Learn, Keras, Matplotlib, Seaborn And Proficient In Data Analytics With R Libraries Such As: ggplot2, Rpart, RandomForest and etc.
Technique & Algorithms: Supervised/Unsupervised Learning, Decision Trees, Random Forest, Neural Networks, Support Vector Machine, Regression, NaiveBayes, K-Medians, K-Nearest Neighbors, K-Means Clustering
BI & Data Visualization Software: Skilled in Microsoft Power Bi, Tableau & Qlikview
Other Programming Language: Skilled in MATLAB and Basic C++ | Optimization: GAMS & Familiar with Julia
Statistics: SPSS, Minitab | Simulation Software: Arena, Any Logic | Other: Microsoft Excel, Vensim
Data Science Math Skills, Duke University, 2020
Marketing Analytics with Python Track, DataCamp, 2020 | Data Science for Business, DataCamp, 2020
Practical Qlikview, Udemy, 2019
Quality Management System – American Global Standards, AGS, 2017
For see more Certificates please check out: www.amirrezatajally.com/certificates
For PhD Students, University of Tehran – 2nd Semester Nov. 2019, Under the Supervision: Prof. Reza Tavakkoli-Moghaddam, Full Professor & Faculty Member at Industrial Engineering Department, University of Tehran
For PhD Students, University of Tehran – 2nd Semester Nov. 2019, Under the Supervision: Prof. Reza Tavakkoli-Moghaddam, Full Professor & Faculty Member at Industrial Engineering Department, University of Tehran
For Graduate Students, University of Tehran – 2nd Semester Nov. 2019, Under the Supervision: Prof. Seyed Farid Ghaderi, Full Professor & Faculty Member at Industrial Engineering Department, University of Tehran
For Under Graduate Students, University of Tehran – 2nd Semester May 2019, Under the Supervision: Dr. Seyed Mojtaba Sajadi, Associate Professor & Faculty Member at Entrepreneurship Department, University of Tehran, Tehran, Iran
For PhD Students, University of Tehran – 1st Semester December 2018, Under the Supervision: Dr. Ali Bozorgi Amiri, Associate Professor & Faculty Member at Industrial Engineering Department, University of Tehran
Operation Research I , October 2015 – June 2017
Operation Research II , 6th Semester – June 2016
Multi Criteria Decision Making , 6th Semester January 2016
Engineering Economics, 6,7th Semester January 2016-May 2017
Engineering Probability , 6,7th Semester January 2016-May 2017
Engineering Statistics , 7th Semester October 2016
Principles of Simulation , 7th Semester October 2016
Statistical Quality Control – Under the Supervision Dr.Hamid Esmeeili 7th Semester October 2016
Total Quality Management – Under the Supervision Dr.Hamid Esmeeili , 7th Semester October 2016
Operation Management – for Graduate Students – Under the Supervision Dr.Hamid Esmeeili, 7th Semester January 2017
Advanced Engineering Economics – for Graduate Students – Under the Supervision Dr.Hamid Esmeeili , 7th Semester January 2017
Application Machine Learning in Organization , Nov 2019
Digital Marketing Ride on Digital Transformation , May 2019
Python Programming Course , April 2019
Big Data in Industries , February 2019
Entrepreneurship in Data Science , February 2019
Python Course , November 2018
Data Science (for the first time in Iran) , September 2018
Excel in Organization & Industries, August 2018
Simulation with Arena,May 2018
Advanced Microsoft Excel Training Course , May 2018
Professional MS Excel in Industrial Engineering (for the first time in Iran) , December 2017
Microsoft Excel Training Course ,October 2017
Excel Dashboards,September 2017
Microsoft Excel in Project Management September 2017
Data Science Professional (for the first time in Iran – 350h) , July 2020
Data Science for Industrial Engineering (for the first time in Iran) ,August 2020
Data Driven Marketing Using R & Python (for the first time in Iran), January 2020
Statistic for Data Science, (8 codes), since 2020
Microsoft Excel 2019 for Engineering , August 2019
Python for Data Science 2019 ,November 2019
Python for Data Science 2019 , August 2019 – September 2019
Advanced Microsoft Excel 2019,July 2019
Microsoft Excel 2019 Training Course, July 2019
Python Programming for Data Science,January 2019
R Programming for Data Science ,January 2019
Dashboard Analytics with Data Science Oriented Using QlikView & Tableau ,December 2018
Excel in dashboards & VBA, August 2018
Machine Learning in Python , January 2019
Python A-z Course, January 2019
R programming in Data Science ,October 2018
Python Programming in Data Science ,October 2018
Python A-z Course ,October 2018
Data Mining in Business ,September 2018
Microsoft Excel in Industrial Engineering ,August 2018
Practical Microsoft Excel , May 2020
Introduction to Machine Learning Algorithms & Data Mining Techniques , May 2019
Microsoft Excel in Business, October 2018
Speaker at Data Science & Entrepreneurship (Webinar), University of Tehran, Tehran, Iran, May 2020
Speaker at Data Science Panel, 16th International Industrial Engineering Conferences, Alzahra University, Tehran, Iran, January 2020
Speaker at 12th Festival of Department of Mechanics Engineering, Sharif University of Technology, Tehran, Iran, 2019
Speaker at 3rd National Conference on Advance in Enterprise Architecture, Sharif University of Technology, 2019
Speaker at Big Data Analytics in Industries, International European – Asian Congress on High Performance Computing & Big Data Analytics (TopHPC 2019) , April 2019
Speaker at Data Science & Smart City, Sharif University of Technology with University of Tehran, Tehran, Iran, May 2019
Speaker at Introduction to Data Science, Department of Industrial Engineering, University of Tehran, Tehran, Iran, Fall 2018
Speaker at Introduction to Data Science for Business, Amirkabir University (Tehran Polytechnic), Tehran, Iran, Fall 2018
Statistic for Data Science Book, Bozorgi-Amiri , Noori kh., Tajally AR., University of Tehran Press (in persian – under revision), 2021.Tavakoli M., Tavakkoli-Moghaddam R., Mesbahi R., Ghanavati-Nejad M., Tajally AR, “Simulation of the COVID-19 patient flow and investigating the future patient arrival using time-series prediction model: a real-case study“, Medical & Biological Engineering & Computing, 2022.
Tavakoli M., Tajally AR., Mesbahi R., Tavakkoli-Moghaddam R., “Lung infection fuzzy classification in COVID-19 pandemic based on CT images and predict the infected patient future stage using Markov chain” 2021. (will be submit)
Tavakoli M., Tajally AR., Torabi SA., “Using data-driven optimization and machine learning prediction models for scheduling and coordinating the after sales services (Case study of SAMSUNG service center) ” 2021. (will be submit)
Tajally AR., Bozorgi-Amiri , Tavakkoli-Moghaddam R., “A TOPSIS Driven MCDM for Automobile Classification Problem Features Selection by Analyzing & Evaluate the Result of GA Algorithm Implementation on Support Vector Machines Hyperparameters” First International Conference on Data Analysis: New Trends Logistics and Supply Chain, Fall 2019 (Top Article – in Persian)
Hosseini Me., Hosseini Mo., Tajally AR., “Analyzing the Growth Rate of Entrepreneurial Thinking in line with Effective Factors Development for creating Entrepreneurship Using Data Mining Algorithms on Tehran University Students”, Second National Conference on Entrepreneurship, Sharif University of Technology, Tehran, Iran, 11,12 December 2018
Graduate Teacher Assistant, University of Tehran from 1st Semester, Tehran, Iran, 2018
Graduate & Undergraduate Teacher Assistant, North Tehran Branch from 3th Semester, 2015-2017
Ranked 1st (Top Article) in Dant 2019 – First International Conference on Data Analysis New Trends in Logistics and Supply Chain
Top 1% among Graduate Students at University of Tehran, 2018-2021
Ranked 1st in B.sc among about 350 Students of The Department of Industrial Engineering, North Tehran Branch, 2017
Ranked in Top 10% Based on Cumulative GPA Among about 100 Students of the High School, 2012
Received “Appreciation Letter of Machine Learning in Industries Workshop” from IIIEC 2020
Received “Appreciation Letter of Machine Learning in Organizations Workshop” from Sharif University of Technology, Fall 2019
Received “Appreciation Letter of Data Science Presentation” from Sharif University of Technology, Winter 2019
Received “Appreciation Letter of Machine Learning Presentation” from Shahid Beheshti University, Spring 2019
Received “Appreciation Letter of Data Mining Courses” from Islamic Azad University – Karaj Branch, 2018
Received “Appreciation Letter of Microsoft Excel Course” from Islamic Azad University – North Tehran Branch, 2017
13th International Conference on Strategic Management, November 2019
2nd National Conference on Entrepreneurship, Sharif University of Technology, December 2018
Data Science Seminar – Tihe.ac.ir, 2017
National Seminar of Negotiation Techniques & Successful Sales, IQS Academy – Management & Planning Organization of Tehran, 2017
High Performance Modelling for Business Excellence, Hosted by Prof. Reza Tavakkoli Moghaddam and Organized by International Institute for Future Knowledge Development of Iranians, University of Tehran, 2017.
Executive Manager of Business Process Engineering & Resource Management Research Center, University of Tehran, since 2018
Head of Data Science, Zima Group (an Educational and Research Institute), since 2019
Data Science Mentor, Irankhodro (the largest car manufacturer in the Middle East), 2020
Data Science Consultant, GSSTech, Tehran, Iran , 2019 – 2021
Data Science Consultant, Aryana Industrial & Research Group, Tehran, 2018 – 2020
Data Science Instructor, System Group, 2019
Business Data Analyst, DIN. Co, under Saipa Company (an automaker headquartered in Tehran), 2017 – 2019
Member of Business Process Engineering & Resource Management Research Center, University of Tehran, 2018
CEO & Founder of I.E (an Educational Site)for Undergraduate/Graduate Students, 2017
Member of Council at North Tehran Branch University, 2015 – 2017
Scientific Director Novin Educational Center, North Tehran Branch, 2016 – 2018
Educational Assistant, Mehr Scientific & Cultural Center, North Tehran Branch, 2017
Academic Advisor, North Tehran Branch (Academic Planning and Advising Undergraduate Students), 2015 – 2017
Guitar Playing, Oil Color Painting, Reading Novel, Photography, Poetry Writing. You Can See More About My C.V, Works, Books, Articles & other Contents in My Personal Site: https://www.linkedin.com/in/Amirrezatajally