My CV

I am (ART)

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) .

+ Education

M.Sc. in Industrial EngineeringUniversity 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 EngineeringNorth 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 DisciplineMobtakeran High School, Tehran – 2009 – Sept.2012

GPA: 19.09/20.00

+ Research Interest

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

+ Selected Undergraduate & Graduate Courses

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

+ Skills & Abilities

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

+ Selected Certifications

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

 

+ Selected Teaching Assistant Experience

Graduate 2018-2020  (University of Tehran)
Meta-Heuristic Methods in Optimization

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

 

Sequence Operation Theory

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

 

Econometrics & Data Science

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

 

Advanced Simulation | Quality Control

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

 

Data-Driven Decision Making

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

Undergraduate 2013-2017  (North Tehran Branch, Islamic Azad University)

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

+ Academic Experience

Graduate 2018-2020  (University of Tehran)
  • Advisor of Graduate Students Thesis in Data Science and Industrial Engineering – Under The Supervision: Seyed Mojtaba Sajadi, Associate Professor & Faculty Member at Entrepreneurship Department, University of Tehran, Tehran, Iran
Under Graduate 2013-2017  (North Tehran Branch, Islamic Azad University)
  • Developed and Corrected Quizzes and Practices, Grade Quizzes and Project, Observed Student’s Performance & Evaluate Positive and Negative Points & Giving Lecture Base on Class Topic.

+ Academic Teaching Experience

Sharif University of Technology Courses

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

University of Tehran Courses

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

Amirkabir University of Technology (Tehran Polytechnic) Courses

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

Shahid Beheshti University Courses

Practical Microsoft Excel , May 2020 

Introduction to Machine Learning Algorithms & Data Mining Techniques , May 2019

Microsoft Excel in Business, October 2018

+ International, Public & Departmental Presentations

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

+ Publications

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

+ Honors & Awards

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

+ Certificate of Appreciation

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

+ Seminar Attended

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.

+ Work Experiences & Industrial Activities

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

+ Volunteer Academic Works & Society Membership

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

+ Other Activities

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