09/2008 - 07/2012 Industrial Engineering, B.Sc. Specialization Area: Systems Planning and Analysis
Ferdowsi University of Mashhad
Mashhad, Iran
10/2014 - 09/2018 Industrial Engineering and Management, M.Sc.
Engineering-oriented Field: Mechanical Engineering
Economy-oriented Field: Marketing
Friedrich-Alexander University
Erlangen and Nuremberg, Germany
04/2019 - present Data Science, M.Sc.
Faculty of Mathematics
Chemnitz University of Technology,
Chemnitz, Germany
Bachelor Thesis:
"Study of Human Resources Performance Evaluation Methods"
✔ Human Resources Management
✔ Performance Management
✔ General Principles and Processes of Performance Evaluation
✔ Study of Human Resources Performance Evaluation Methods
✔ Implementation of Performance Evaluation systems in the context of a Case Study
Master Thesis:
"What drives Changes in Attitudes towards Refugees? Evidence from Social Media"
✔ Data Collection and Storage: Collecting relevant Facebook Comments, Post Descriptions,
Attachments, Likes, etc. using Python
✔ Recognition of relevant Facebook Pages: Use of Network Nodes (Liked Pages by Pages)
to recognize relevant Facebook Pages
✔ Data Pre-Processing and Cleansing: Design of Spelling Corrector using Python
✔ Data Annotation: Group Member of Instructors for Student Assistants to annotate Comments
and Post Descriptions
✔ Sentiment Analysis: Classification using Doc2vec and Supervised Machine Learning Algorithms
in Python
✔ Topic Extraction: Topic Prediction for Post and Attachment Description using LDA in Python
Project Works:
✔ "Investigation of Instructors Passion & Students Contribution During the Lecture:
Foundation of Data Science, University of California, Berkeley using Python & Tableau"
✔ "Simulating Dynamic Systems using Vensim Software"
✔ "Design of Library System using Microsoft Access"
✔ "Ontology-based knowledge base management Efficient preprocessing of the bill of material data"
Internships:
08/2011 - 01/2012 Mashhad Electric Energy Distribution Co. Bereich Human Resource
✔ Design and Implementation of e-Forms for Performance Evaluation
✔ Analysis of Performance Evaluation Results
07/2016 - 09/2016 ZBW-Institute - Knowledge Discovery Department
✔ Design of an application in Python to collect, store and retrieve Facebook data
Further Education:
e-Courses:
Progress Level Course Name
☑☑☑☐☐ Machine Learning
☑☑☑☑☑ Machine Learning: Classification
☑☑☑☑☑ Machine Learning: Regression
☑☑☑☑☑ Machine Learning Foundations: A Case Study Approach
☑☑☑☑☐ R Programming
☑☑☑☑☐ Machine Learning - Stanford University
☑☑☑☑☑ Data Analysis: Take it to the MAX()
☑☑☑☑☑ Introduction to Statistics: Descriptive Statistics
☑☑☑☑☑ Introduction to Statistics: Inferential Statistics
☑☑☑☑☑ Introduction to Statistics: Probability
☑☑☑☑☑ Analyzing and Visualizing Data with Power BI
☑☑☑☑☑ Knowledge Management and Big Data in Business
☑☑☑☐☐ Statistics I: Introduction to ANOVA, Regression, and Logistic Regression
☑☑☐☐☐ Applied Analytics Using SAS® Enterprise Miner
☑☑☑☑☑ Introduction to Statistical Concepts
Lectures:
☑☑☑☑☑ Foundation of Data Science at Berkeley University
☑☑☑☑☑ E-Business Intelligence and Relationships at FAU
☑☑☑☑☑ Data Warehousing und Knowledge Discovery in Databases at FAU
☑☑☑☐☐ Big Data Analytics at Hamburg University