Mehdi Babagoli
Mehdi Babagoli

Data Science

Mehdi Babagoli
Mehdi Babagoli

Data Science

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About Me

Hello! I’m Mehdi Babagoli

Assistant Professor at the Faculty of Computer Engineering, University of Mazandaran, Mazandaran, Iran. 

My research focuses on data-driven cybersecurity, IoT, E-health, statistical modeling, machine learning, and artificial intelligence.

With over five years of teaching experience at Babol Noshirvani University of Technology (NIT) and the University of Mazandaran (UMZ), I am dedicated to fostering innovation and collaboration. I am always open to exploring new ideas and projects, especially those addressing hot-topic issues.

  • Expertise: Data Science
  • Programming: Python, C++, Matlab
  • E-mail: babagoli@umz.ac.ir
  • LinkedIn: mehdi-babagoli-ph-d-b58a8594
Resume
Experience
big data

Working with different big data repository using python and Hadoop

IT engineer

IT engineer and Accountant at Mercko Chemi, Mazandaran, Babol.

Wireless network implementation

Wireless network implementation at the University of Mazandran, Babolsar. (Girl’s dormitory- Boys’ dormitory- School of Architecture)

Cable network implementation

Cable network implementation at Khezer Center Complex, Mazandaran, Babolsar

TEACHING ASSISTANTSHIPS

Artificial intelligence

Bio-Computation

E-payment

E-commerce security

Education
Ph.D. in E-Commerce
K.N. Toosi University of Technology

GPA: 19.36/20, Sep 2023

Thesis topic: provision a model for intrusion detection in computer networks based on interpolation methods

M.Sc. in Information Technology Engineering
Urmia University of Technology Iran

GPA: 18.56/20, ranked 1st among 12 students, Graduation date: March 2017

Thesis: Identification of affecting factors on phishing and detection of it on the commercial websites using meta-heuristic algorithms

B.Sc. in Information Technology Engineering
University of Mazandaran

GPA: 17.58/20, ranked 3rd among 45 students, Graduation date: Sep 2014

Skills
COMPUTER
  • Python
  • MATLAB
  • C++
  • SQL Server
Languages
  • English
  • Persian
Blog
February 11, 2025 A hybrid modified grasshopper optimization algorithm and genetic algorithm to detect and prevent DDoS attacks

Mohammadi, Shahriar, and Mehdi Babagoli. “A hybrid modified grasshopper optimization algorithm and genetic algorithm to detect and prevent DDoS attacks.”…
February 11, 2025 A New Remote Monitoring System: Evaluation of the Efficiency and Accuracy of the Smart Emergency Medical System-Health Internet of Things Device

Goudarzi, M. T. H., Marzouni, H. Z., Tarkhan, F., Bijani, A., Babagoli, M., Shadifar, A., & Alipour, J. A. (2024)….
February 11, 2025 Heuristic nonlinear regression strategy for detecting phishing websites.

Babagoli, Mehdi, Mohammad Pourmahmood Aghababa, and Vahid Solouk. “Heuristic nonlinear regression strategy for detecting phishing websites.” Soft Computing 23.12 (2019):…
February 11, 2025 A new NFC mobile payment protocol using improved GSM based authentication.

Tafti, Forough Sadat Mirkarimzade, Shahriar Mohammadi, and Mehdi Babagoli. “A new NFC mobile payment protocol using improved GSM based authentication.”…

Get in Touch
  • Address: Babol, Mazandaran, Iran
  • Email: babagoli@umz.ac.ir
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