Education

• Master of Science in Artificial Intelligence, Shiraz University, Sep 2016 - Sep 2019
  • Overall GPA: 17.68/20.00 - (without thesis grade)
  • Thesis Advisor: Dr Reza Boostani
  • Thesis Grade: Excellent 19.40/20.00
  • Ranked 3rd
  • Selected Courses: Machine Learning, Advanced Statistical Pattern Recognition, Statistical Pattern Recognition, Digital Image Processing, Evolutionary Computing, Bioinformatics, Fuzzy Sets & Systems.
• Bachelor of Science in Computer Engineering, Shiraz University, Sep 2010 - Jul 2015
  • Overall GPA: 15.17/20.00
  • Ranked 3rd
  • Selected Courses: Statistics & Probabitities, Data Structures, Robotics, Theory of Lang. & Automata, Advanced Programming, Design & Analysis of Algorithms, Operations Research, Signals & Systems, Computer Networks, Data Comunications, Operating Systems.

Work Experience

• Jan 2020-Jan 2022: Data Scientist
  • ICT
  • Responsibilities: Organising data in to usable formats, Collecting data, Data Analysis, Programming (Python, Java), Building predictive models, Preparing data visualisations for executive and project teams
• Sep 2020-Feb 2021: University Lecturer
  • Yasouj University
  • Course: The Design and Analysis of Algorithms
• Nov 2017-Nov 2018: Machine Learning Researcher
  • Machine Vision Lab of Shiraz University
  • Responsibilities: Clean and interpret data and build models using a combination of machine learning algorithms and data
• Sep 2013-Feb 2019: Teacher Assistant
  • Shiraz University
  • Courses: Advanced Statistical Pattern Recognition, Artificial Intelligence, The Fundamentals of Programming, Microprocessors
• Jul 2015-Oct 2015: Computer Engineer (Internship)
  • Iran National Standards Organization
  • Responsibilities: Creating various types of hardware and software like routers, circuit boards or computer programs
• Feb 2013-Nov 2015: Android Developer and Freelancer(Self-funded)
  • CafeBazaar, Myket, Parscoders and other app stores
  • Responsibilities: Design and Implementation of six Entertainment applications, Design and Implementation of a video and sound mix application

Skills

• Artificial Intelligence
  • Machine Learning, Data Science, Image Processing, Bioinformatics, Deep Learning, Data Visualization, Data Pre-processing, Research, Optimization, Numpy, Pandas, Matplotlib, Scikit Learn, Jupyter, Pycharm, NLP, Keras, PySpark, Weka
• Programming
  • Python, Matlab, Java, SQL, C, C++, OOP
• Other
  • Algorithm Design, Data Structures, Mathematics, Statistics, Graph, Eclipse, Web Scraping, Microsoft Office, Latex, Photoshop cs, Google Earth

Publications

A Hybrid Feature Selection Scheme for High-Dimensional Data

M.A.Ganjei, R.Boostani, (2022). "A Hybrid Feature Selection Scheme for High-Dimensional Data." Engineering Applications of Artificial Intelligence. Volume 113,2022, 104894, https://doi.org/10.1016/j.engappai.2022.104894

A Fast Hybrid Feature Selection Method

M. A. Ganjei and R. Boostani, "A Fast Hybrid Feature Selection Method," 2019 9th International Conference on Computer and Knowledge Engineering (ICCKE), 2019, pp. 6-11, doi: 10.1109/ICCKE48569.2019.8964884.

Feature Selection and Dimension Reduction in Machine Learning (Book)

M.A.Ganjei, K.Shirini, (2020). "Feature Selection and Dimension Reduction in Machine Learning." Akhtar Publication.

Improving Gender Recognition Using Fingerprint with SVM, KNN, and Decision Tree

K.Shirini, N.R.Zamir M.A.Ganjei, MR.Feizi-Derakhshi(2020). "Improving Gender Recognition Using Fingerprint with SVM, KNN, and Decision Tree." 3rd national conference on Computer, Information Technology and Artificial Intelligence.